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.