comment_id,video_id,stance,stance_reason,evidence_comment_id,evidence_quote,topic_fit,topic_evidence_basis,topic_reason,review_note,comment_url,evidence_source_url,context_item_ids,root_story_id,parent_chain_truncated,video_url,title,author_name,metadata_status,judgment_version,execution_model,counting_unit,review_method,revision_status
31451807,d0cjG1UdqKo,recommend,Directly praises this linked biography.,31451807,Here's a good one,yes,both,Comment and title identify the history of astronomy through Fraunhofer.,,https://news.ycombinator.com/item?id=31451807,https://news.ycombinator.com/item?id=31451807,[31444573],31444573,False,https://www.youtube.com/watch?v=d0cjG1UdqKo,Joseph Fraunhofer Biography: The Father of Modern Astronomy [CC],Kathy Loves Physics,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
26458700,TifUa8ENQes,recommend,Explicit recommendation of this particular documentary.,26458700,I highly recommend the mini documentary,yes,both,Comment and title concern Starlink and its effects on astronomy.,Comment names a different title from the observed oEmbed title; identity follows video ID.,https://news.ycombinator.com/item?id=26458700,https://news.ycombinator.com/item?id=26458700,[26457128],26457128,False,https://www.youtube.com/watch?v=TifUa8ENQes,How Starlink is changing Astronomy,Verse,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
17036313,Jdy09y0A4t0,recommend,"Appreciatively introduces this Gaia video in an endorsement of its channel. The technical-treatment praise is channel-level, not an explicit assessment of this particular video.",17036313,The great YouTube channel,yes,both,Both identify Gaia and changes to astronomy.,Recommendation is contextual: the explicit recommendation sentence targets the channel rather than this video alone.,https://news.ycombinator.com/item?id=17036313,https://news.ycombinator.com/item?id=17036313,[17029252],17029252,False,https://www.youtube.com/watch?v=Jdy09y0A4t0,How Gaia Changed Astronomy Forever,PBS Space Time,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,reason_or_evidence_clarified
1003308,hFSPHfZQpIQ,neutral_or_reference,"Cites a video to support a military-intelligence anecdote, without evaluating the video.",1003308,disguised the whole thing as radio astronomy,no,both,The argument concerns surveillance history; the title concerns Silicon Valley history. Astronomy is incidental.,Parent 1003256 supplies the naval-war scenario being rebutted.,https://news.ycombinator.com/item?id=1003308,https://news.ycombinator.com/item?id=1003308,"[1003256, 1003115]",1003115,False,https://www.youtube.com/watch?v=hFSPHfZQpIQ,The Secret History of Silicon Valley,Google TechTalks,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
42387446,9IlmekWsEAQ,recommend,Lists this specific video under a favorable introduction to Ed Ting astronomy and buying advice.,42387446,is pretty good,yes,both,"Introductory amateur astronomy, binoculars and telescopes.",List-level endorsement applies to the named advice videos; not a content-quality verification.,https://news.ycombinator.com/item?id=42387446,https://news.ycombinator.com/item?id=42387446,[42385761],42385761,False,https://www.youtube.com/watch?v=9IlmekWsEAQ,Getting Started in Amateur Astronomy - for COMPLETE BEGINNERS.  Telescopes?  Books?  Binos?  Part 1,Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
42387446,dhbAEx2le7o,recommend,Lists this specific video under a favorable introduction to Ed Ting astronomy and buying advice.,42387446,is pretty good,yes,both,Beginner astronomy books.,List-level endorsement applies to the named advice videos; not a content-quality verification.,https://news.ycombinator.com/item?id=42387446,https://news.ycombinator.com/item?id=42387446,[42385761],42385761,False,https://www.youtube.com/watch?v=dhbAEx2le7o,Top Beginner's Astronomy Books!,Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
42387446,mqLHz21wGA8,recommend,Lists this specific video under a favorable introduction to Ed Ting astronomy and buying advice.,42387446,is pretty good,yes,both,Mistakes by beginning amateur astronomers.,List-level endorsement applies to the named advice videos; not a content-quality verification.,https://news.ycombinator.com/item?id=42387446,https://news.ycombinator.com/item?id=42387446,[42385761],42385761,False,https://www.youtube.com/watch?v=mqLHz21wGA8,7 Common Mistakes Made by Beginning Amateur Astronomers,Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
42387446,NvslqVTNEWs,recommend,Lists this specific video under a favorable introduction to Ed Ting astronomy and buying advice.,42387446,is pretty good,yes,both,Telescope equipment and buying advice for observing.,List-level endorsement applies to the named advice videos; not a content-quality verification.,https://news.ycombinator.com/item?id=42387446,https://news.ycombinator.com/item?id=42387446,[42385761],42385761,False,https://www.youtube.com/watch?v=NvslqVTNEWs,"Best Telescopes/Scope Combos at $200, $500, $1,000, $2,500, $5,000, $10,000 and $50,000 in 2022",Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
42387446,BQ-g2eWj0Fs,recommend,Lists this specific video under a favorable introduction to Ed Ting astronomy and buying advice.,42387446,is pretty good,yes,both,Beginner telescope selection.,List-level endorsement applies to the named advice videos; not a content-quality verification.,https://news.ycombinator.com/item?id=42387446,https://news.ycombinator.com/item?id=42387446,[42385761],42385761,False,https://www.youtube.com/watch?v=BQ-g2eWj0Fs,Top 3 Beginner's Telescopes!  Which one should you buy?,Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
29524609,p7bzE1E5PMY,recommend,Offers this named video as part of a direct answer to a request for recommended videos (root story 29523638).,29524609,Visualization of Quantum,no,both,General quantum mechanics visualization; no astronomy focus is supplied.," Endorsement inferred from the recommendation-request context, not a per-video praise sentence.",https://news.ycombinator.com/item?id=29524609,https://news.ycombinator.com/item?id=29524609,[29523638],29523638,False,https://www.youtube.com/watch?v=p7bzE1E5PMY,Visualization of Quantum Physics (Quantum Mechanics),udiprod,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
29524609,xuCn8ux2gbs,recommend,Offers this named video as part of a direct answer to a request for recommended videos (root story 29523638).,29524609,history of the,no,both,World history rather than an astronomy-focused video.," Endorsement inferred from the recommendation-request context, not a per-video praise sentence.",https://news.ycombinator.com/item?id=29524609,https://news.ycombinator.com/item?id=29524609,[29523638],29523638,False,https://www.youtube.com/watch?v=xuCn8ux2gbs,"history of the entire world, i guess",bill wurtz,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
29524609,uD4izuDMUQA,recommend,Offers this named video as part of a direct answer to a request for recommended videos (root story 29523638).,29524609,TIMELAPSE OF THE FUTURE,unclear,both,The title suggests a far-future journey but the supplied wording does not establish its astronomy content.,"Potential cosmological relevance is provisional; no synopsis or transcript is supplied. Endorsement inferred from the recommendation-request context, not a per-video praise sentence.",https://news.ycombinator.com/item?id=29524609,https://news.ycombinator.com/item?id=29524609,[29523638],29523638,False,https://www.youtube.com/watch?v=uD4izuDMUQA,TIMELAPSE OF THE FUTURE: A Journey to the End of Time (4K),melodysheep,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
29524609,l3whaviTqqg,recommend,Offers this named video as part of a direct answer to a request for recommended videos (root story 29523638).,29524609,grabby aliens,yes,both,Humanity and hypothetical extraterrestrial expansion are framed as a cosmic timing question.,"Speculative subject; relevance is not validation of the predictions. Endorsement inferred from the recommendation-request context, not a per-video praise sentence.",https://news.ycombinator.com/item?id=29524609,https://news.ycombinator.com/item?id=29524609,[29523638],29523638,False,https://www.youtube.com/watch?v=l3whaviTqqg,Humanity was born way ahead of its time. The reason is grabby aliens.,Rational Animations,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
29524609,LceY7nhi6j4,recommend,Offers this named video as part of a direct answer to a request for recommended videos (root story 29523638).,29524609,other predictions,yes,both,Comment discusses alien encounters and predictions; title explicitly concerns the universe.,"Speculative subject; relevance is not validation of the predictions. Endorsement inferred from the recommendation-request context, not a per-video praise sentence.",https://news.ycombinator.com/item?id=29524609,https://news.ycombinator.com/item?id=29524609,[29523638],29523638,False,https://www.youtube.com/watch?v=LceY7nhi6j4,Will we grab the universe? Grabby aliens predictions.,Rational Animations,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
29524609,7ImvlS8PLIo,recommend,Offers this named video as part of a direct answer to a request for recommended videos (root story 29523638).,29524609,A Universe From Nothing,yes,both,The named lecture concerns the origin of the universe.,"Title-based subject inference is provisional. Endorsement inferred from the recommendation-request context, not a per-video praise sentence.",https://news.ycombinator.com/item?id=29524609,https://news.ycombinator.com/item?id=29524609,[29523638],29523638,False,https://www.youtube.com/watch?v=7ImvlS8PLIo,"'A Universe From Nothing' by Lawrence Krauss, AAI 2009",Richard Dawkins Foundation for Reason & Science,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
25037275,OSWszdSHkyE,neutral_or_reference,Uses the link as a naming joke in reply to parent 25034628; does not evaluate the music video.,25037275,an astronomy aficionado,no,both,The title identifies a music performance; the parent and selected comment supply a wordplay context.,,https://news.ycombinator.com/item?id=25037275,https://news.ycombinator.com/item?id=25037275,"[25034628, 25032956]",25032956,False,https://www.youtube.com/watch?v=OSWszdSHkyE,NANOWAR OF STEEL - Uranus feat. Michael Starr (Steel Panther) | Napalm Records,Napalm Records,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
49536680,eYJwgEwxG-U,recommend,Explicitly calls this video good.,49536680,Ed Ting recently had a good video,yes,both,Discusses smart scopes and the state of amateur astronomy.,,https://news.ycombinator.com/item?id=49536680,https://news.ycombinator.com/item?id=49536680,[49522884],49522884,False,https://www.youtube.com/watch?v=eYJwgEwxG-U,Let's Overreact!! Smart Scopes Take Over? Chinese Products are the Best? Astronomy is Dead!?,Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
49536680,9IlmekWsEAQ,recommend,Explicitly groups this link among good beginner advice videos.,49536680,a few good beginner advice videos,yes,both,"Books, binoculars and telescopes for starting astronomy.",,https://news.ycombinator.com/item?id=49536680,https://news.ycombinator.com/item?id=49536680,[49522884],49522884,False,https://www.youtube.com/watch?v=9IlmekWsEAQ,Getting Started in Amateur Astronomy - for COMPLETE BEGINNERS.  Telescopes?  Books?  Binos?  Part 1,Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
49536680,dhbAEx2le7o,recommend,Explicitly groups this book-advice link among good beginner videos.,49536680,,yes,both,Beginner astronomy book advice.,Shared list endorsement is quoted in the same source’s 9IlmekWsEAQ row; omit the repeated extract to meet the combined report/card quotation budget.,https://news.ycombinator.com/item?id=49536680,https://news.ycombinator.com/item?id=49536680,[49522884],49522884,False,https://www.youtube.com/watch?v=dhbAEx2le7o,Top Beginner's Astronomy Books!,Ed Ting,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,reason_or_evidence_clarified
32605650,WgyRdnjRI4o,neutral_or_reference,"Uses a scientist’s Org-mode talk as a counterexample to parent 32605226, not as an explicit video recommendation.",32605650,Is astronomy a science?,no,both,"The title and discussion concern Emacs and scientific work organization, not astronomy content.",Three-level parent chain is truncated; the immediate claim being challenged is available.,https://news.ycombinator.com/item?id=32605650,https://news.ycombinator.com/item?id=32605650,"[32605226, 32604798, 32604402]",32601703,True,https://www.youtube.com/watch?v=WgyRdnjRI4o,Emacs Org-mode: Organizing a Scientist's Life and Work by Prof. Carsten Dominik,ColeWunderlich,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
25299540,GutJf9umD9c,neutral_or_reference,Uses the link as a code-breaking reference; praise elsewhere concerns the research article rather than the linked clip.,25299540,Setec Astronomy,no,both,"The supplied title refers to Sneakers and secrets, while the comment uses it in a cryptography discussion. No astronomy-focused subject is established.",,https://news.ycombinator.com/item?id=25299540,https://news.ycombinator.com/item?id=25299540,[25296469],25296469,False,https://www.youtube.com/watch?v=GutJf9umD9c,The Sneakers - Too Many Secrets,halex9000,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,reason_or_evidence_clarified
19624250,Dr20f19czeE,neutral_or_reference,Supplies a descriptive press-conference link without a clear evaluation of the video.,19624250,Breakthrough discovery in astronomy: press conference,yes,both,The root story and title identify the first black-hole image announcement.,,https://news.ycombinator.com/item?id=19624250,https://news.ycombinator.com/item?id=19624250,[19624226],19624226,False,https://www.youtube.com/watch?v=Dr20f19czeE,Breakthrough discovery in astronomy: first ever image of a black hole,European Commission,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
47056937,-Pc3IuVNuO0,neutral_or_reference,Cites discussion of Sagan’s course to answer a reading-list question in parents 47056823 and 47056694.,47056937,people still discuss Carl Sagan and his Astronomy 490 course structure,unclear,both,"An astronomy course provides context, but the title and comment emphasize an exam and reading list rather than space-science content.",Course association alone does not establish the video’s subject focus.,https://news.ycombinator.com/item?id=47056937,https://news.ycombinator.com/item?id=47056937,"[47056823, 47056694, 47054134]",47054134,False,https://www.youtube.com/watch?v=-Pc3IuVNuO0,The Controversial Exam Carl Sagan Gave His Students,Tibees,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
9071833,KfODJpfS0fo,recommend,Explicitly recommends the linked Pluto lecture.,9071833,I also highly recommend the following video,yes,both,Comment and title concern the encounter with Pluto.,,https://news.ycombinator.com/item?id=9071833,https://news.ycombinator.com/item?id=9071833,[9069747],9069747,False,https://www.youtube.com/watch?v=KfODJpfS0fo,Pluto on the Horizon: Anticipating our First Encounter with the Double Planet,SVAstronomyLectures,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
7996303,QCIRkD71do4,recommend,Appreciatively presents this particular outtake about simplifying science programming.,7996303,He does a great out-take,unclear,comment_context,"The speaker presents physics/astronomy programs, but the outtake itself concerns media treatment of science.",oEmbed returned 403; title and author remain unavailable. Broader program praise does not establish outtake topic.,https://news.ycombinator.com/item?id=7996303,https://news.ycombinator.com/item?id=7996303,"[7993349, 7992880]",7992880,False,https://www.youtube.com/watch?v=QCIRkD71do4,,,http_error,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
6552042,ReOQ300AcSU,neutral_or_reference,Introduces a related video; the explicit praise targets the Numberphile channel rather than this clip.,6552042,Simon Singh also did a video on this topic,no,both,Comment and title identify mathematics in animated television; astronomy refers to other channels.,"A favorable channel introduction could imply a soft recommendation, but this video is only described as related.",https://news.ycombinator.com/item?id=6552042,https://news.ycombinator.com/item?id=6552042,[6551552],6551552,False,https://www.youtube.com/watch?v=ReOQ300AcSU,Homer Simpson vs Pierre de Fermat - Numberphile,Numberphile,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
5224944,tJOJ6B2XOyA,recommend,Explicitly praises the meteor footage despite describing initial doubts about authenticity.,5224944,Here's a great dashcam video,yes,comment_context,The selected comment describes meteor footage and discusses asteroid association.,oEmbed returned 404; title and author unavailable. Initial hoax concern is not resolved by independent validation here.,https://news.ycombinator.com/item?id=5224944,https://news.ycombinator.com/item?id=5224944,"[5224829, 5224616]",5224616,False,https://www.youtube.com/watch?v=tJOJ6B2XOyA,,,http_error,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
49981589,hSuSG19Pcoc,neutral_or_reference,Uses the link as an illustration of Cherenkov radiation within an IceCube explanation.,49981589,see it in action,unclear,both,"Radiation is relevant to neutrino detection, but neither the generic title nor the comment establishes that the clip concerns astronomy.",Distinguish a supporting physics demonstration from a video focused on space science; no content was viewed.,https://news.ycombinator.com/item?id=49981589,https://news.ycombinator.com/item?id=49981589,[49976265],49976265,False,https://www.youtube.com/watch?v=hSuSG19Pcoc,Cherenkov Radiation,Antares,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
47936513,T_k9B01AeFM,recommend,Explicitly includes this link in a list of videos enjoyed; criticism targets the parent’s noise claim.,47936513,videos I enjoyed,yes,both,Statistics for astronomical imaging.,Three-level parent chain is truncated; immediate parent 47936177 identifies the disputed claim.,https://news.ycombinator.com/item?id=47936513,https://news.ycombinator.com/item?id=47936513,"[47936177, 47935432, 47933410]",47918891,True,https://www.youtube.com/watch?v=T_k9B01AeFM,Basics of Statistics for Astro Imaging,The Astro Imaging Channel,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
47936513,mj5zn_Jz3dE,recommend,Explicitly includes this link in a list of videos enjoyed; criticism targets the parent’s noise claim.,47936513,videos I enjoyed,yes,both,Long versus short astrophotography exposures.,Three-level parent chain is truncated; immediate parent 47936177 identifies the disputed claim.,https://news.ycombinator.com/item?id=47936513,https://news.ycombinator.com/item?id=47936513,"[47936177, 47935432, 47933410]",47918891,True,https://www.youtube.com/watch?v=mj5zn_Jz3dE,Long VS Short Exposures in Astrophotography - Part 1: Broadband Test,lukomatico,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
47936513,n1RbyswFUqs,recommend,Explicitly includes this link in a list of videos enjoyed; criticism targets the parent’s noise claim.,47936513,videos I enjoyed,yes,both,Exposure duration and subexposure count in astrophotography.,Three-level parent chain is truncated; immediate parent 47936177 identifies the disputed claim.,https://news.ycombinator.com/item?id=47936513,https://news.ycombinator.com/item?id=47936513,"[47936177, 47935432, 47933410]",47918891,True,https://www.youtube.com/watch?v=n1RbyswFUqs,Perfecting Astrophotography Exposure Lengths - A deep dive into exposure times vs sub count,Astro With RoRo,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
47936513,ZWSvHBG7X0w,recommend,Explicitly praises the explanation of ISO in this particular video.,47936513,video explains excellently,no,both,The linked explanation concerns general camera ISO; it is applied to an astronomy argument but no astronomy-specific video focus is supplied.,Adjacent technical material; excluded from topic fit under a focus-on-astronomy definition. Parent chain truncated.,https://news.ycombinator.com/item?id=47936513,https://news.ycombinator.com/item?id=47936513,"[47936177, 47935432, 47933410]",47918891,True,https://www.youtube.com/watch?v=ZWSvHBG7X0w,Do *you* understand ISO?,minutephysics,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
47579661,4J9MRYJz9-4,neutral_or_reference,"Links a clip as the reason for a favorite number, without a clear evaluation of the video.",47579661,"Also 45,000,000,000 because",no,both,The title concerns a largest number and a named theorem; the comment uses it to explain a favorite number. Astronomy appears in a separate general observation.,,https://news.ycombinator.com/item?id=47579661,https://news.ycombinator.com/item?id=47579661,[47579420],47579420,False,https://www.youtube.com/watch?v=4J9MRYJz9-4,The largest number and cDonalds Theorem - Look Around You,Feelin' Fine,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,reason_or_evidence_clarified
4679838,60OVlfAUPJg,neutral_or_reference,Cites a talk in an education argument; proposes replacing its terminology without clearly judging the video favorably or unfavorably.,4679838,Conrad Wolfram gives a talk about the need for math education reform,no,both,Math education and computing are the subject; astronomy appears only in a proposed school-subject list.,Disagreement with terminology does not by itself establish criticism of the video.,https://news.ycombinator.com/item?id=4679838,https://news.ycombinator.com/item?id=4679838,[4679539],4679539,False,https://www.youtube.com/watch?v=60OVlfAUPJg,Conrad Wolfram: Teaching kids real math with computers,TED,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
46709048,lyyZzzgoLNE,neutral_or_reference,"Cites Dr. Becky as a counterexample to the article’s claims; the negative verdict targets the article, not this video.",46709048,As a counterpoint example,yes,both,Title concerns JWST and dark matter; comment explicitly discusses cosmological evidence.,The unviewed older video mentioned in prose is not this linked video. Citation of authority is not automatically recommendation.,https://news.ycombinator.com/item?id=46709048,https://news.ycombinator.com/item?id=46709048,[46641007],46641007,False,https://www.youtube.com/watch?v=lyyZzzgoLNE,How to use JWST as a direct detector of DARK MATTER,Dr. Becky,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
46585093,F4OhXQTMOEc,neutral_or_reference,Uses the linked video to support a criticism of an ark claim; no explicit evaluation of the linked video.,46585093,you absolutely can not fit and feed and clean that many animals in a wooden ark,no,both,"Title and immediately preceding discussion concern Noah’s Ark, not the archaeoastronomy discussed earlier.","Selected comment reproduces older material attributed to DonHopkins and links comment 42226224; quotation here is attributed to the supplied selected record, not a separately fetched older source.",https://news.ycombinator.com/item?id=46585093,https://news.ycombinator.com/item?id=46585093,[46578867],46578867,False,https://www.youtube.com/watch?v=F4OhXQTMOEc,Bill Nye Destroys Noah's Ark,TDC,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
46315093,NdSD07U5uBs,recommend,Appreciatively presents a particular illustration in this talk; endorsement is limited to that example.,46315093,had a great illustration,no,both,Astronomical modeling illustrates software simplicity; the talk is presented as a software/design discussion.,Limited praise is not an assessment of the whole talk. Parent chain truncated.,https://news.ycombinator.com/item?id=46315093,https://news.ycombinator.com/item?id=46315093,"[46314451, 46314290, 46310993]",46277233,True,https://www.youtube.com/watch?v=NdSD07U5uBs,"Alan Kay, 2015: Power of Simplicity",Kenneth Friedman,metadata_available,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
46315093,ubaX1Smg6pY,neutral_or_reference,Mentions another apparently relevant talk while explicitly saying it has not been watched; does not extend praise of the first talk.,46315093,though I haven't watch it yet,no,comment_context,The supplied talk name and software-complexity discussion indicate a design topic.,oEmbed returned 404; title/author metadata unavailable. Unwatched by commenter; parent chain truncated.,https://news.ycombinator.com/item?id=46315093,https://news.ycombinator.com/item?id=46315093,"[46314451, 46314290, 46310993]",46277233,True,https://www.youtube.com/watch?v=ubaX1Smg6pY,,,http_error,final_evidence_audit_v2,Codex / GPT-6 (exact deployment version unavailable),distinct_comment_video_pair,small non-blind model evidence audit; not a measured accuracy benchmark,unchanged
