Triple
T7760263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert T. Stafford |
E175999
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Helen Stafford
Helen Stafford was the wife of longtime U.S. Senator and Governor of Vermont Robert T. Stafford.
|
E691046
|
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: Helen Stafford | Statement: [Robert T. Stafford, spouse, Helen Stafford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helen Stafford Context triple: [Robert T. Stafford, spouse, Helen Stafford]
-
A.
Helen Westcott
Helen Westcott was an American film and television actress best known for her leading role opposite Gregory Peck in the classic 1950 Western "The Gunfighter."
-
B.
Helen Davies
Helen Davies was the first wife of American actor George Peppard, with whom she was married in the 1950s and early 1960s.
-
C.
Elizabeth Alington
Elizabeth Alington was a British aristocrat and the wife of Conservative politician and former UK Prime Minister Alec Douglas-Home.
-
D.
Helen Craig
Helen Craig was an American actress known for her work in mid-20th-century film, stage, and television.
-
E.
Helen Dawes
Helen Dawes is a key supporting character in the period drama film "Albert Nobbs," involved in the emotional and social complexities surrounding the title character's secret life.
- 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: Helen Stafford Triple: [Robert T. Stafford, spouse, Helen Stafford]
Generated description
Helen Stafford was the wife of longtime U.S. Senator and Governor of Vermont Robert T. Stafford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helen Stafford Target entity description: Helen Stafford was the wife of longtime U.S. Senator and Governor of Vermont Robert T. Stafford.
-
A.
Helen Westcott
Helen Westcott was an American film and television actress best known for her leading role opposite Gregory Peck in the classic 1950 Western "The Gunfighter."
-
B.
Helen Davies
Helen Davies was the first wife of American actor George Peppard, with whom she was married in the 1950s and early 1960s.
-
C.
Elizabeth Alington
Elizabeth Alington was a British aristocrat and the wife of Conservative politician and former UK Prime Minister Alec Douglas-Home.
-
D.
Helen Craig
Helen Craig was an American actress known for her work in mid-20th-century film, stage, and television.
-
E.
Helen Dawes
Helen Dawes is a key supporting character in the period drama film "Albert Nobbs," involved in the emotional and social complexities surrounding the title character's secret life.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c704036c588190a441e56c738cc309 |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c966100ffc8190873c6246759b0aa0 |
completed | March 29, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69c966b7bc3c8190a2839a0367e939a9 |
completed | March 29, 2026, 5:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c96727575c81909eb3877cd5f3679d |
completed | March 29, 2026, 5:53 p.m. |
Created at: March 27, 2026, 4:09 p.m.