Triple
T4559627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron Sorkin |
E120560
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Julia Bingham
Julia Bingham is an attorney known for her work in civil rights and as the wife of screenwriter and director Aaron Sorkin.
|
E458218
|
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: Julia Bingham | Statement: [Aaron Sorkin, spouse, Julia Bingham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Bingham Context triple: [Aaron Sorkin, spouse, Julia Bingham]
-
A.
Julia Hoyt
Julia Hoyt was an American stage and silent film actress and socialite active in the early 20th century.
-
B.
Julia Biggs
Julia Biggs is the warm, devoted church wife and mother at the heart of the film "The Preacher's Wife," portrayed by Whitney Houston.
-
C.
Julia Biggs
Julia Biggs is known as the wife of Reverend Henry Biggs, a clergyman active in religious and community life.
-
D.
Julia Floyd
Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
-
E.
Julia Meade
Julia Meade is a central character in the Mission: Impossible film series, known as Ethan Hunt’s wife whose perilous involvement in his covert world drives much of the emotional stakes in Mission: Impossible III.
- 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: Julia Bingham Triple: [Aaron Sorkin, spouse, Julia Bingham]
Generated description
Julia Bingham is an attorney known for her work in civil rights and as the wife of screenwriter and director Aaron Sorkin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Bingham Target entity description: Julia Bingham is an attorney known for her work in civil rights and as the wife of screenwriter and director Aaron Sorkin.
-
A.
Julia Hoyt
Julia Hoyt was an American stage and silent film actress and socialite active in the early 20th century.
-
B.
Julia Biggs
Julia Biggs is the warm, devoted church wife and mother at the heart of the film "The Preacher's Wife," portrayed by Whitney Houston.
-
C.
Julia Biggs
Julia Biggs is known as the wife of Reverend Henry Biggs, a clergyman active in religious and community life.
-
D.
Julia Floyd
Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
-
E.
Julia Meade
Julia Meade is a central character in the Mission: Impossible film series, known as Ethan Hunt’s wife whose perilous involvement in his covert world drives much of the emotional stakes in Mission: Impossible III.
- 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd582b871c8190be0b70c76d639000 |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa1eb59081909d0f6ac93c1d6639 |
completed | March 21, 2026, 1:53 a.m. |
| NEDg | Description generation | batch_69bdfb36a18481908bb566db970b101a |
completed | March 21, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfbc9bea48190a8a0bf13c6fa7191 |
completed | March 21, 2026, 2 a.m. |
Created at: March 20, 2026, 1:09 p.m.