Triple
T6126366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Passengers |
E136605
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Stephen Hamel
Stephen Hamel is a film producer known for his work on science fiction and genre films, including the space-set romance thriller "Passengers."
|
E572321
|
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: Stephen Hamel | Statement: [Passengers, producer, Stephen Hamel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Hamel Context triple: [Passengers, producer, Stephen Hamel]
-
A.
Ian La Frenais
Ian La Frenais is a British screenwriter best known for co-creating classic TV comedies such as "Porridge" and "Auf Wiedersehen, Pet," and for his long-time writing partnership with Dick Clement.
-
B.
Charles LeMaire
Charles LeMaire was an American costume designer renowned for his work in Hollywood’s Golden Age, earning multiple Academy Awards for his contributions to classic films.
-
C.
Anthony Veiller
Anthony Veiller was an American screenwriter known for his work on notable mid-20th-century films, including several acclaimed Hollywood dramas and thrillers.
-
D.
Allen Daviau
Allen Daviau was an acclaimed American cinematographer best known for his visually rich collaborations with director Steven Spielberg on films such as E.T. the Extra-Terrestrial.
-
E.
Simon Aumar
Simon Aumar is a fledgling but resourceful sorcerer and descendant of the powerful Elminster who serves as a key member of the adventuring party in the film "Dungeons & Dragons: Honor Among Thieves."
- 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: Stephen Hamel Triple: [Passengers, producer, Stephen Hamel]
Generated description
Stephen Hamel is a film producer known for his work on science fiction and genre films, including the space-set romance thriller "Passengers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Hamel Target entity description: Stephen Hamel is a film producer known for his work on science fiction and genre films, including the space-set romance thriller "Passengers."
-
A.
Ian La Frenais
Ian La Frenais is a British screenwriter best known for co-creating classic TV comedies such as "Porridge" and "Auf Wiedersehen, Pet," and for his long-time writing partnership with Dick Clement.
-
B.
Charles LeMaire
Charles LeMaire was an American costume designer renowned for his work in Hollywood’s Golden Age, earning multiple Academy Awards for his contributions to classic films.
-
C.
Anthony Veiller
Anthony Veiller was an American screenwriter known for his work on notable mid-20th-century films, including several acclaimed Hollywood dramas and thrillers.
-
D.
Allen Daviau
Allen Daviau was an acclaimed American cinematographer best known for his visually rich collaborations with director Steven Spielberg on films such as E.T. the Extra-Terrestrial.
-
E.
Simon Aumar
Simon Aumar is a fledgling but resourceful sorcerer and descendant of the powerful Elminster who serves as a key member of the adventuring party in the film "Dungeons & Dragons: Honor Among Thieves."
- 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_69c008a0a37c81908e5b4f879158afb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c28dbbc8190a0a0c20ec794e81a |
completed | March 22, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c14165f3e88190903120d4b2ff6189 |
completed | March 23, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69c14399bdec81909753c30b36e8bf23 |
completed | March 23, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c143fcb6208190a8a56c90e1d89f2b |
completed | March 23, 2026, 1:45 p.m. |
Created at: March 22, 2026, 4:15 p.m.