Triple
T18229542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Judith Steinberg Dean |
E436507
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Judith Steinberg
Judith Steinberg is an American physician and academic best known as the wife of former Vermont governor and Democratic presidential candidate Howard Dean.
|
E1339908
|
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: Judith Steinberg | Statement: [Judith Steinberg Dean, birthName, Judith Steinberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judith Steinberg Context triple: [Judith Steinberg Dean, birthName, Judith Steinberg]
-
A.
Judith Ehrlich
Judith Ehrlich is an American documentary filmmaker best known for co-directing the Academy Award–nominated film "The Most Dangerous Man in America: Daniel Ellsberg and the Pentagon Papers."
-
B.
Judith Deborah Feldman
Judith Deborah Feldman is known primarily as the wife of American film producer Jack Schwartzman.
-
C.
Judith Herzberg
Judith Herzberg is a Dutch poet, playwright, and essayist renowned for her clear, understated style and influential contributions to contemporary Dutch literature.
-
D.
Judith Kushner
Judith Kushner is a notable individual who shares the Kushner surname, recognized enough to be specifically cited as a bearer of the name.
-
E.
Miriam Bienstock
Miriam Bienstock was an American music industry executive and co-founder of Atlantic Records who played a key role in shaping the label’s early business operations and success.
- 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: Judith Steinberg Triple: [Judith Steinberg Dean, birthName, Judith Steinberg]
Generated description
Judith Steinberg is an American physician and academic best known as the wife of former Vermont governor and Democratic presidential candidate Howard Dean.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Judith Steinberg Target entity description: Judith Steinberg is an American physician and academic best known as the wife of former Vermont governor and Democratic presidential candidate Howard Dean.
-
A.
Judith Ehrlich
Judith Ehrlich is an American documentary filmmaker best known for co-directing the Academy Award–nominated film "The Most Dangerous Man in America: Daniel Ellsberg and the Pentagon Papers."
-
B.
Judith Deborah Feldman
Judith Deborah Feldman is known primarily as the wife of American film producer Jack Schwartzman.
-
C.
Judith Herzberg
Judith Herzberg is a Dutch poet, playwright, and essayist renowned for her clear, understated style and influential contributions to contemporary Dutch literature.
-
D.
Judith Kushner
Judith Kushner is a notable individual who shares the Kushner surname, recognized enough to be specifically cited as a bearer of the name.
-
E.
Miriam Bienstock
Miriam Bienstock was an American music industry executive and co-founder of Atlantic Records who played a key role in shaping the label’s early business operations and success.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4b1b2108190a5585bbfaf2d295b |
completed | April 19, 2026, 3:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05323e9c048190af9c15f0a1b2ab74 |
completed | May 14, 2026, 2:23 a.m. |
| NEDg | Description generation | batch_6a053402521c8190927afa670fb8e38e |
completed | May 14, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05349009e481909fb757415468aa70 |
completed | May 14, 2026, 2:33 a.m. |
Created at: April 10, 2026, 10:33 a.m.