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.