Triple
T9281324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heather Graham |
E223073
|
entity |
| Predicate | parent |
P120
|
FINISHED |
| Object |
James Graham
James Graham is the father of American actress Heather Graham.
|
E789922
|
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: James Graham | Statement: [Heather Graham, parent, James Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Graham Context triple: [Heather Graham, parent, James Graham]
-
A.
James Graham
James Graham was a 17th-century Scottish nobleman, soldier, and poet best known for leading Royalist forces during the Wars of the Three Kingdoms.
-
B.
James Graham
James Graham is a pseudonym used by British thriller novelist Jack Higgins, famed for his bestselling espionage and war-themed novels.
-
C.
James Graham Fair
James Graham Fair was a 19th-century Irish-American mining magnate, U.S. Senator from Nevada, and one of the famed "Bonanza Kings" who made a fortune from the Comstock Lode silver mines.
-
D.
James Duff
James Duff is an American television writer and producer best known for creating the crime drama series "The Closer."
-
E.
James Naughton
James Naughton is an American actor known for his work in film, television, and on Broadway, including his Tony Award-winning stage performances.
- 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: James Graham Triple: [Heather Graham, parent, James Graham]
Generated description
James Graham is the father of American actress Heather Graham.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Graham Target entity description: James Graham is the father of American actress Heather Graham.
-
A.
James Graham
James Graham is a pseudonym used by British thriller novelist Jack Higgins, famed for his bestselling espionage and war-themed novels.
-
B.
James Graham
James Graham was a 17th-century Scottish nobleman, soldier, and poet best known for leading Royalist forces during the Wars of the Three Kingdoms.
-
C.
James Graham Fair
James Graham Fair was a 19th-century Irish-American mining magnate, U.S. Senator from Nevada, and one of the famed "Bonanza Kings" who made a fortune from the Comstock Lode silver mines.
-
D.
James Duff
James Duff is an American television writer and producer best known for creating the crime drama series "The Closer."
-
E.
James Naughton
James Naughton is an American actor known for his work in film, television, and on Broadway, including his Tony Award-winning stage performances.
- 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_69ca842123588190b3f2e1a69037d141 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd081c2b048190aa6930de3bf2f87f |
completed | April 1, 2026, 11:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b209a5b48190a7e6d983bcda5363 |
completed | April 4, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69d0b3548dd881908adadf4a728cec50 |
completed | April 4, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b4083da88190ab996ee53bf5ff16 |
completed | April 4, 2026, 6:47 a.m. |
Created at: March 30, 2026, 7:34 p.m.