Triple
T9430173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton Berle |
E227353
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Joyce Mathews
Joyce Mathews was an American actress and nightclub singer best known for her marriages to comedian Milton Berle.
|
E944334
|
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: Joyce Mathews | Statement: [Milton Berle, spouse, Joyce Mathews]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joyce Mathews Context triple: [Milton Berle, spouse, Joyce Mathews]
-
A.
Joyce Heath
Joyce Heath is the troubled, self-destructive former stage star at the center of the 1935 Bette Davis film "Dangerous."
-
B.
Eileen Morrow
Eileen Morrow is a person notable enough to be recognized as a significant bearer of the surname Morrow.
-
C.
Joyce McClure
Joyce McClure is known as the spouse of Andy Hertzfeld, a prominent software engineer and key member of the original Apple Macintosh development team.
-
D.
Sherrill Milnes
Sherrill Milnes is an acclaimed American operatic baritone renowned for his powerful voice and leading roles in major international opera houses, particularly the Metropolitan Opera.
-
E.
Eileen Shearer
Eileen Shearer is a political figure best known for founding the American Independent Party in the United States.
- 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: Joyce Mathews Triple: [Milton Berle, spouse, Joyce Mathews]
Generated description
Joyce Mathews was an American actress and nightclub singer best known for her marriages to comedian Milton Berle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joyce Mathews Target entity description: Joyce Mathews was an American actress and nightclub singer best known for her marriages to comedian Milton Berle.
-
A.
Joyce Heath
Joyce Heath is the troubled, self-destructive former stage star at the center of the 1935 Bette Davis film "Dangerous."
-
B.
Eileen Morrow
Eileen Morrow is a person notable enough to be recognized as a significant bearer of the surname Morrow.
-
C.
Joyce McClure
Joyce McClure is known as the spouse of Andy Hertzfeld, a prominent software engineer and key member of the original Apple Macintosh development team.
-
D.
Sherrill Milnes
Sherrill Milnes is an acclaimed American operatic baritone renowned for his powerful voice and leading roles in major international opera houses, particularly the Metropolitan Opera.
-
E.
Eileen Shearer
Eileen Shearer is a political figure best known for founding the American Independent Party in the United States.
- 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_69ca8436ba308190903e470776d2d893 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd7c94719c81909d7743a57c45e07f |
completed | April 1, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f018324bf88190bcd2bf168b1065d3 |
completed | April 28, 2026, 2:15 a.m. |
| NEDg | Description generation | batch_69f01d7ab930819095eaae226ab55b80 |
completed | April 28, 2026, 2:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f043ddbfe481908e0c439dbd3e944f |
completed | April 28, 2026, 5:21 a.m. |
Created at: March 30, 2026, 7:49 p.m.