Triple
T2771139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cliffhanger |
E61457
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Michael France
Michael France was an American screenwriter best known for writing high-profile action and superhero films, including the Sylvester Stallone thriller "Cliffhanger."
|
E296910
|
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: Michael France | Statement: [Cliffhanger, screenwriter, Michael France]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael France Context triple: [Cliffhanger, screenwriter, Michael France]
-
A.
Jim France
Jim France is an American motorsports executive and member of the France family who serves as the current leader of NASCAR.
-
B.
Bertrand Goldschmidt
Bertrand Goldschmidt was a French chemist and nuclear scientist who played a key role in early atomic research and the development of France’s nuclear program.
-
C.
Eric Thibault
Eric Thibault is a professional basketball coach best known for leading the WNBA’s Washington Mystics.
-
D.
Martin Roche
Martin Roche was an American architect best known as a partner in the influential Chicago firm Holabird & Roche, which helped shape the city’s early skyscraper architecture.
-
E.
John Laroche
John Laroche is a real-life eccentric plant dealer and orchid poacher whose obsessive personality and legal troubles inspired a central character in the film and book "Adaptation."
- 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: Michael France Triple: [Cliffhanger, screenwriter, Michael France]
Generated description
Michael France was an American screenwriter best known for writing high-profile action and superhero films, including the Sylvester Stallone thriller "Cliffhanger."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael France Target entity description: Michael France was an American screenwriter best known for writing high-profile action and superhero films, including the Sylvester Stallone thriller "Cliffhanger."
-
A.
Jim France
Jim France is an American motorsports executive and member of the France family who serves as the current leader of NASCAR.
-
B.
Bertrand Goldschmidt
Bertrand Goldschmidt was a French chemist and nuclear scientist who played a key role in early atomic research and the development of France’s nuclear program.
-
C.
Eric Thibault
Eric Thibault is a professional basketball coach best known for leading the WNBA’s Washington Mystics.
-
D.
Martin Roche
Martin Roche was an American architect best known as a partner in the influential Chicago firm Holabird & Roche, which helped shape the city’s early skyscraper architecture.
-
E.
John Laroche
John Laroche is a real-life eccentric plant dealer and orchid poacher whose obsessive personality and legal troubles inspired a central character in the film and book "Adaptation."
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd6a23208190ba94c9a9f601a042 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05061808190abe709eff7a8c986 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0b6f7208190ac4f135ae72f0336 |
completed | March 10, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc133f8088190bd505db0d0d1d6f7 |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:57 p.m.