Triple

T3120956
Position Surface form Disambiguated ID Type / Status
Subject John Leguizamo E65180 entity
Predicate notableWork P4 FINISHED
Object Critical Thinking (2020 film)
Critical Thinking (2020 film) is a drama directed by and starring John Leguizamo that tells the true story of a Miami high school chess team overcoming adversity to compete for the national championship.
E328524 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Critical Thinking (2020 film) | Statement: [John Leguizamo, notableWork, Critical Thinking (2020 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Critical Thinking (2020 film)
Context triple: [John Leguizamo, notableWork, Critical Thinking (2020 film)]
  • A. Meeting of Minds
    Meeting of Minds is a television series created and hosted by Steve Allen in which actors portray historical figures engaging in scripted roundtable discussions about philosophy, politics, and culture.
  • B. Dare to Think
    Dare to Think is the English-language motto of Ghent University, encapsulating its emphasis on critical inquiry and independent thought.
  • C. The Challenge of Facts
    "The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
  • D. Nine Perfect Strangers
    Nine Perfect Strangers is a psychological drama miniseries based on Liane Moriarty’s novel, following nine guests at a mysterious wellness retreat where unconventional methods lead to unsettling revelations.
  • E. The Criterion between truth and falsehood
    "The Criterion between truth and falsehood" is the English rendering of the title of Surah Al-Furqan, a chapter of the Qur’an that emphasizes the distinction between guidance and misguidance through divine revelation.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Critical Thinking (2020 film)
Triple: [John Leguizamo, notableWork, Critical Thinking (2020 film)]
Generated description
Critical Thinking (2020 film) is a drama directed by and starring John Leguizamo that tells the true story of a Miami high school chess team overcoming adversity to compete for the national championship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Critical Thinking (2020 film)
Target entity description: Critical Thinking (2020 film) is a drama directed by and starring John Leguizamo that tells the true story of a Miami high school chess team overcoming adversity to compete for the national championship.
  • A. Meeting of Minds
    Meeting of Minds is a television series created and hosted by Steve Allen in which actors portray historical figures engaging in scripted roundtable discussions about philosophy, politics, and culture.
  • B. Dare to Think
    Dare to Think is the English-language motto of Ghent University, encapsulating its emphasis on critical inquiry and independent thought.
  • C. The Challenge of Facts
    "The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
  • D. Nine Perfect Strangers
    Nine Perfect Strangers is a psychological drama miniseries based on Liane Moriarty’s novel, following nine guests at a mysterious wellness retreat where unconventional methods lead to unsettling revelations.
  • E. The Criterion between truth and falsehood
    "The Criterion between truth and falsehood" is the English rendering of the title of Surah Al-Furqan, a chapter of the Qur’an that emphasizes the distinction between guidance and misguidance through divine revelation.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5295cd481908d52e165538c67fa completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f6bc644819093a7cab7220f4ca0 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b21065c6208190bde60417ba23997b completed March 12, 2026, 1:01 a.m.
NED2 Entity disambiguation (via description) batch_69b210c280ec819081ded9261dc59cf3 completed March 12, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:04 p.m.