Triple
T412289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bob Woodward |
E9514
|
entity |
| Predicate | previousSpouse |
P493
|
FINISHED |
| Object |
Frances Kuper
Frances Kuper is known as a former spouse of investigative journalist and author Bob Woodward.
|
E89689
|
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: Frances Kuper | Statement: [Bob Woodward, previousSpouse, Frances Kuper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances Kuper Context triple: [Bob Woodward, previousSpouse, Frances Kuper]
-
A.
Franziska Boas
Franziska Boas was an American modern dancer, percussionist, and dance educator known for integrating anthropology, improvisation, and social activism into her work.
-
B.
Muriel Whiting
Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
-
C.
Harriet Eckersall
Harriet Eckersall was the wife of the influential British economist and demographer Thomas Robert Malthus.
-
D.
Ruth Josephine Googins
Ruth Josephine Googins was the first wife of Elliott Roosevelt, son of U.S. President Franklin D. Roosevelt and Eleanor Roosevelt.
-
E.
Katharine Towne
Katharine Towne is an American actress known for her roles in films such as "She's All That," "Mulholland Drive," and "What Lies Beneath."
- 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: Frances Kuper Triple: [Bob Woodward, previousSpouse, Frances Kuper]
Generated description
Frances Kuper is known as a former spouse of investigative journalist and author Bob Woodward.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances Kuper Target entity description: Frances Kuper is known as a former spouse of investigative journalist and author Bob Woodward.
-
A.
Franziska Boas
Franziska Boas was an American modern dancer, percussionist, and dance educator known for integrating anthropology, improvisation, and social activism into her work.
-
B.
Muriel Whiting
Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
-
C.
Harriet Eckersall
Harriet Eckersall was the wife of the influential British economist and demographer Thomas Robert Malthus.
-
D.
Ruth Josephine Googins
Ruth Josephine Googins was the first wife of Elliott Roosevelt, son of U.S. President Franklin D. Roosevelt and Eleanor Roosevelt.
-
E.
Katharine Towne
Katharine Towne is an American actress known for her roles in films such as "She's All That," "Mulholland Drive," and "What Lies Beneath."
- 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_69a2e80111fc8190961d5b7c6154123f |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ee2d6fe481908ff70ab7d043bb3e |
completed | Feb. 28, 2026, 1:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a65e2e20c08190af76454812a0c88b |
completed | March 3, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69a65ef36bac8190806ab440c3bdd6fa |
completed | March 3, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65f5c0ec88190888d4e8ca3fc04fc |
completed | March 3, 2026, 4:11 a.m. |
Created at: Feb. 28, 2026, 1:09 p.m.