Triple
T57227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oppenheimer (2023 film) |
E1131
|
entity |
| Predicate | producedBy |
P490
|
FINISHED |
| Object |
Emma Thomas
Emma Thomas is a British film producer best known for her long-running collaboration with director Christopher Nolan on major films such as Inception, The Dark Knight trilogy, and Oppenheimer.
|
E42261
|
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: Emma Thomas | Statement: [Oppenheimer (2023 film), producedBy, Emma Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Thomas Context triple: [Oppenheimer (2023 film), producedBy, Emma Thomas]
-
A.
Anna Beth Sully
Anna Beth Sully was the first wife of silent film star Douglas Fairbanks, whom she married before his rise to Hollywood fame.
-
B.
Rachel Constantine
Rachel Constantine is a key political figure in Carl Sagan’s science fiction novel and film "Contact," serving as a high-ranking U.S. government official involved in managing humanity’s response to extraterrestrial contact.
-
C.
Emma Savage Rogers
Emma Savage Rogers was the wife of William Barton Rogers, the 19th-century American geologist and founder of the Massachusetts Institute of Technology.
-
D.
Alicia Nash
Alicia Nash was a Salvadoran-American physicist and mental health advocate best known as the devoted wife of mathematician John Nash, whose life with him was portrayed in the film "A Beautiful Mind."
-
E.
Olivia Cole
Olivia Cole was an American actress best known for her Emmy-winning performances in television miniseries and dramas, including prominent roles in productions like "Backstairs at the White House" and "Roots."
- 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: Emma Thomas Triple: [Oppenheimer (2023 film), producedBy, Emma Thomas]
Generated description
Emma Thomas is a British film producer best known for her long-running collaboration with director Christopher Nolan on major films such as Inception, The Dark Knight trilogy, and Oppenheimer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emma Thomas Target entity description: Emma Thomas is a British film producer best known for her long-running collaboration with director Christopher Nolan on major films such as Inception, The Dark Knight trilogy, and Oppenheimer.
-
A.
Anna Beth Sully
Anna Beth Sully was the first wife of silent film star Douglas Fairbanks, whom she married before his rise to Hollywood fame.
-
B.
Rachel Constantine
Rachel Constantine is a key political figure in Carl Sagan’s science fiction novel and film "Contact," serving as a high-ranking U.S. government official involved in managing humanity’s response to extraterrestrial contact.
-
C.
Emma Savage Rogers
Emma Savage Rogers was the wife of William Barton Rogers, the 19th-century American geologist and founder of the Massachusetts Institute of Technology.
-
D.
Alicia Nash
Alicia Nash was a Salvadoran-American physicist and mental health advocate best known as the devoted wife of mathematician John Nash, whose life with him was portrayed in the film "A Beautiful Mind."
-
E.
Olivia Cole
Olivia Cole was an American actress best known for her Emmy-winning performances in television miniseries and dramas, including prominent roles in productions like "Backstairs at the White House" and "Roots."
- 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_69a248adc5b48190aa8db9fb092fb28a |
completed | Feb. 28, 2026, 1:45 a.m. |
| NER | Named-entity recognition | batch_69a24b1bf2c081908f20e13939b713ff |
completed | Feb. 28, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3cfe1d7ac81909dd6798784c2683a |
completed | March 1, 2026, 5:34 a.m. |
| NEDg | Description generation | batch_69a3d04e47948190be55b7008a07dadc |
completed | March 1, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d144f09c81908a1d7df72a3b0bbc |
completed | March 1, 2026, 5:40 a.m. |
Created at: Feb. 28, 2026, 1:50 a.m.