Triple
T57196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oppenheimer (2023 film) |
E1131
|
entity |
| Predicate | basedOnAuthor |
P2806
|
FINISHED |
| Object |
Kai Bird
Kai Bird is an American historian, biographer, and Pulitzer Prize–winning author best known for co-writing the J. Robert Oppenheimer biography "American Prometheus."
|
E8984
|
NE FINISHED |
How this triple was built (5 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: Kai Bird | Statement: [Oppenheimer (2023 film), basedOnAuthor, Kai Bird]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kai Bird Context triple: [Oppenheimer (2023 film), basedOnAuthor, Kai Bird]
-
A.
Sylvia Nasar
Sylvia Nasar is an American journalist and author best known for writing the acclaimed biography "A Beautiful Mind" about mathematician John Nash.
-
B.
Stephen E. Smith
Stephen E. Smith was an American businessman and political strategist closely associated with the Kennedy family, notably serving as a key adviser and organizer in their political campaigns.
-
C.
Edward S. Herman
Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
-
D.
Norman Finkelstein
Norman Finkelstein is an American political scientist, author, and commentator known for his controversial critiques of Israeli policy and the politics surrounding the Holocaust.
-
E.
Jared Diamond
Jared Diamond is an American geographer, historian, and author best known for his influential, interdisciplinary books on human societies, including the Pulitzer Prize–winning "Guns, Germs, and Steel."
- 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: Kai Bird Triple: [Oppenheimer (2023 film), basedOnAuthor, Kai Bird]
Generated description
Kai Bird is an American historian, biographer, and Pulitzer Prize–winning author best known for co-writing the J. Robert Oppenheimer biography "American Prometheus."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kai Bird Target entity description: Kai Bird is an American historian, biographer, and Pulitzer Prize–winning author best known for co-writing the J. Robert Oppenheimer biography "American Prometheus."
-
A.
Sylvia Nasar
Sylvia Nasar is an American journalist and author best known for writing the acclaimed biography "A Beautiful Mind" about mathematician John Nash.
-
B.
Stephen E. Smith
Stephen E. Smith was an American businessman and political strategist closely associated with the Kennedy family, notably serving as a key adviser and organizer in their political campaigns.
-
C.
Edward S. Herman
Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
-
D.
Norman Finkelstein
Norman Finkelstein is an American political scientist, author, and commentator known for his controversial critiques of Israeli policy and the politics surrounding the Holocaust.
-
E.
Jared Diamond
Jared Diamond is an American geographer, historian, and author best known for his influential, interdisciplinary books on human societies, including the Pulitzer Prize–winning "Guns, Germs, and Steel."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: basedOnAuthor Context triple: [Oppenheimer (2023 film), basedOnAuthor, Kai Bird]
-
A.
describedByAuthorAs
Indicates that one entity is characterized, labeled, or portrayed in a particular way by an author.
-
B.
printedWorkAuthor
Indicates that a person is the creator or writer responsible for the content of a printed work.
-
C.
editedBy
Indicates that one entity has revised, modified, or otherwise made editorial changes to another entity.
-
D.
hasCoauthor
Indicates that two or more entities have jointly authored the same work or publication.
-
E.
isAbout
Indicates that one entity has as its subject, focus, or primary concern the content, topic, or theme represented by another entity.
- F. None of above. chosen
Provenance (7 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_69a24b915c9881908c798f4dacb39f1d |
completed | Feb. 28, 2026, 1:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a266e716048190a57f681fccb4fdeb |
completed | Feb. 28, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69a267b740388190a321023aa52a539a |
completed | Feb. 28, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2685dc64c8190bd611985d1bc27a3 |
completed | Feb. 28, 2026, 4 a.m. |
| PD | Predicate disambiguation | batch_69a24ac6799c8190b508933acc0a4c7d |
completed | Feb. 28, 2026, 1:54 a.m. |
| PDg | Predicate description generation | batch_69a24b90ab24819085478dbe95f717dd |
completed | Feb. 28, 2026, 1:57 a.m. |
Created at: Feb. 28, 2026, 1:50 a.m.