Triple
T23340128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Martins |
E591713
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Judy Martin Hess
Judy Martin Hess is an American Southern gospel singer best known as a longtime member of the award-winning family vocal group The Martins.
|
E1581752
|
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: Judy Martin Hess | Statement: [The Martins, hasMember, Judy Martin Hess]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judy Martin Hess Context triple: [The Martins, hasMember, Judy Martin Hess]
-
A.
Judy McGrath
Judy McGrath is an American media executive best known for her long tenure as CEO of MTV Networks, where she helped shape the direction of youth-oriented television and pop culture.
-
B.
Judy Marks
Judy Marks is an American business executive best known as the president and CEO of Otis Worldwide Corporation, a leading elevator and escalator company.
-
C.
Judy Bernly
Judy Bernly is a timid, recently separated office worker who becomes an unlikely feminist heroine as she joins her coworkers in overthrowing their sexist boss in the comedy film "9 to 5."
-
D.
Judy Brooks
Judy Brooks is a central character on the television series "Once and Again," portrayed as a complex, divorced mother navigating family, career, and relationships.
-
E.
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.
- 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: Judy Martin Hess Triple: [The Martins, hasMember, Judy Martin Hess]
Generated description
Judy Martin Hess is an American Southern gospel singer best known as a longtime member of the award-winning family vocal group The Martins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Judy Martin Hess Target entity description: Judy Martin Hess is an American Southern gospel singer best known as a longtime member of the award-winning family vocal group The Martins.
-
A.
Judy McGrath
Judy McGrath is an American media executive best known for her long tenure as CEO of MTV Networks, where she helped shape the direction of youth-oriented television and pop culture.
-
B.
Judy Marks
Judy Marks is an American business executive best known as the president and CEO of Otis Worldwide Corporation, a leading elevator and escalator company.
-
C.
Judy Bernly
Judy Bernly is a timid, recently separated office worker who becomes an unlikely feminist heroine as she joins her coworkers in overthrowing their sexist boss in the comedy film "9 to 5."
-
D.
Judy Brooks
Judy Brooks is a central character on the television series "Once and Again," portrayed as a complex, divorced mother navigating family, career, and relationships.
-
E.
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.
- 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_69e25d20156c81908c5c53195bd9c738 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f198317f4c8190a557cacb86568d6c |
completed | April 29, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cb44540819093c6d899dd17347d |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4ef9dcc48190b0c0ca52555f5490 |
completed | May 19, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c506b25ec819084b9522fa827abe7 |
completed | May 19, 2026, 11:58 a.m. |
Created at: April 17, 2026, 5:18 p.m.