Triple
T3120957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Leguizamo |
E65180
|
entity |
| Predicate | directorOf |
P537
|
FINISHED |
| Object | Critical Thinking (2020 film) |
E328524
|
NE FINISHED |
How this triple was built (2 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, directorOf, 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, directorOf, Critical Thinking (2020 film)]
-
A.
Critical Thinking (2020 film)
chosen
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.
-
B.
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.
-
C.
Dare to Think
Dare to Think is the English-language motto of Ghent University, encapsulating its emphasis on critical inquiry and independent thought.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b224cf54088190a069b4eef0a5f7d2 |
completed | March 12, 2026, 2:28 a.m. |
Created at: March 8, 2026, 3:04 p.m.