Triple
T4384677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Dean |
E99212
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Judith Steinberg Dean
Judith Steinberg Dean is an American physician and academic best known as the wife of former Vermont governor and Democratic presidential candidate Howard Dean.
|
E436507
|
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 Dean | Statement: [Howard Dean, spouse, Judith Steinberg Dean]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judith Steinberg Dean Context triple: [Howard Dean, spouse, Judith Steinberg Dean]
-
A.
Judith R. Goodstein
Judith R. Goodstein is an American historian of science and mathematics known for her work at Caltech, including authorship and editorial contributions to scholarly and institutional histories.
-
B.
Judith Kaye
Judith Kaye was a pioneering American jurist who became the first woman and longest-serving Chief Judge of the New York Court of Appeals.
-
C.
Judith F. Marks
Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
-
D.
Janet Margolin
Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
-
E.
Mary Kay Adelman
Mary Kay Adelman is the wife of former NBA head coach Rick Adelman and has been involved in various charitable and community activities alongside him.
- 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 Dean Triple: [Howard Dean, spouse, Judith Steinberg Dean]
Generated description
Judith Steinberg Dean 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 Dean Target entity description: Judith Steinberg Dean is an American physician and academic best known as the wife of former Vermont governor and Democratic presidential candidate Howard Dean.
-
A.
Judith R. Goodstein
Judith R. Goodstein is an American historian of science and mathematics known for her work at Caltech, including authorship and editorial contributions to scholarly and institutional histories.
-
B.
Judith Kaye
Judith Kaye was a pioneering American jurist who became the first woman and longest-serving Chief Judge of the New York Court of Appeals.
-
C.
Judith F. Marks
Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
-
D.
Janet Margolin
Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
-
E.
Mary Kay Adelman
Mary Kay Adelman is the wife of former NBA head coach Rick Adelman and has been involved in various charitable and community activities alongside him.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35263970c8190904ee20d81715833 |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e523cc5c8190b9884f83d433982c |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5eeaf35348190a1611f5b04baed1f |
completed | March 14, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ef5c7e0c819080b0e8914dcd6568 |
completed | March 14, 2026, 11:29 p.m. |
Created at: March 12, 2026, 11:19 p.m.