Triple
T2345189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Kerry |
E45113
|
entity |
| Predicate | formerSpouse |
P493
|
FINISHED |
| Object |
Julia Thorne
Julia Thorne was an American writer and mental health advocate best known as the first wife of politician John Kerry.
|
E269260
|
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 Thorne | Statement: [John Kerry, formerSpouse, Julia Thorne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Thorne Context triple: [John Kerry, formerSpouse, Julia Thorne]
-
A.
Bella Thornton
Bella Thornton is the daughter of American actor, filmmaker, and musician Billy Bob Thornton.
-
B.
Julia Dean
Julia Dean was an American actress known for her work in early- to mid-20th-century film and theater, including a role in the classic noir drama "Nightmare Alley."
-
C.
Sarah Thorne
Sarah Thorne was the wife of Leonard Darwin, son of the naturalist Charles Darwin.
-
D.
Julia Cumson
Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
-
E.
Julia Graves
Julia Graves was the wife of American lawyer and steel industry magnate Elbert H. Gary, the founding chairman of U.S. 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: Julia Thorne Triple: [John Kerry, formerSpouse, Julia Thorne]
Generated description
Julia Thorne was an American writer and mental health advocate best known as the first wife of politician John Kerry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Thorne Target entity description: Julia Thorne was an American writer and mental health advocate best known as the first wife of politician John Kerry.
-
A.
Bella Thornton
Bella Thornton is the daughter of American actor, filmmaker, and musician Billy Bob Thornton.
-
B.
Julia Dean
Julia Dean was an American actress known for her work in early- to mid-20th-century film and theater, including a role in the classic noir drama "Nightmare Alley."
-
C.
Sarah Thorne
Sarah Thorne was the wife of Leonard Darwin, son of the naturalist Charles Darwin.
-
D.
Julia Cumson
Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
-
E.
Julia Graves
Julia Graves was the wife of American lawyer and steel industry magnate Elbert H. Gary, the founding chairman of U.S. Steel.
- 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6c7cb9481909405aeb503f804ae |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17726e54819094f1419b3bbe2a2a |
completed | March 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69af17fbb54481908bee65fee0fd96a2 |
completed | March 9, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af186c6af081909498d709665f6f87 |
completed | March 9, 2026, 6:58 p.m. |
Created at: March 4, 2026, 7:52 p.m.