Triple
T9741808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LeFou (Beauty and the Beast, 2017 film) |
E236201
|
entity |
| Predicate | screenwriterInterpretationBy |
P90451
|
FINISHED |
| Object | Stephen Chbosky |
E228449
|
NE FINISHED |
How this triple was built (3 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: Stephen Chbosky | Statement: [LeFou (Beauty and the Beast, 2017 film), screenwriterInterpretationBy, Stephen Chbosky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Chbosky Context triple: [LeFou (Beauty and the Beast, 2017 film), screenwriterInterpretationBy, Stephen Chbosky]
-
A.
Stephen Chbosky
chosen
Stephen Chbosky is an American novelist, screenwriter, and director best known for creating "The Perks of Being a Wallflower" and directing several major film adaptations.
-
B.
John Green
John Green is an American author and YouTube creator best known for his bestselling young adult novels such as "The Fault in Our Stars" and "Looking for Alaska."
-
C.
John Green
John Green was a 19th-century English architect and engineer known for designing notable structures in northern England, including prominent monuments and bridges.
-
D.
John Green
John Green was an American statesman who represented South Carolina as a delegate to the Continental Congress during the Revolutionary era.
-
E.
Josh Thomas
Josh Thomas is an Australian comedian, writer, and actor best known for creating and starring in the television series "Please Like Me" and "Everything's Gonna Be Okay."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: screenwriterInterpretationBy Context triple: [LeFou (Beauty and the Beast, 2017 film), screenwriterInterpretationBy, Stephen Chbosky]
-
A.
screenwriterOfWorkFeaturing
Indicates that one entity is the screenwriter responsible for creating the screenplay for a work in which the other entity appears or is featured.
-
B.
screenwriterOfWork
Indicates that a person served as the screenwriter (wrote the screenplay) for a particular creative work.
-
C.
screenwriterOfAppearance
Indicates that an entity served as the screenwriter responsible for the script of a particular appearance (such as an episode, segment, or specific credited role) of another entity.
-
D.
screenplayBy
Indicates that a film, television show, or similar work was written or scripted by a particular person or group.
-
E.
screenwriterCreator
Indicates that one entity is the screenwriter who created or authored the screenplay for another entity (such as a film, episode, or audiovisual work).
- 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_69ca84d3e24481908a476e2231123cf9 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f2af3e48190b83a442cd0e84062 |
completed | April 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1aff2339c8190b164b13b54a40cec |
completed | April 5, 2026, 12:42 a.m. |
| PD | Predicate disambiguation | batch_69cd03cc128c81908b84ef224f858b4e |
completed | April 1, 2026, 11:38 a.m. |
| PDg | Predicate description generation | batch_69cd06aa8bc88190904be19c8953def8 |
completed | April 1, 2026, 11:51 a.m. |
Created at: March 30, 2026, 8:23 p.m.