Triple

T5580606
Position Surface form Disambiguated ID Type / Status
Subject Gary Hart E146629 entity
Predicate spouse P13 FINISHED
Object Lee Ludwig Hart
Lee Ludwig Hart is the wife of former U.S. Senator and 1988 presidential candidate Gary Hart.
E536284 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: Lee Ludwig Hart | Statement: [Gary Hart, spouse, Lee Ludwig Hart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lee Ludwig Hart
Context triple: [Gary Hart, spouse, Lee Ludwig Hart]
  • A. Lee Berk
    Lee Berk was an American educator and administrator who significantly shaped contemporary music education as a leader of the institution that became Berklee College of Music.
  • B. Aaron Rosenberg
    Aaron Rosenberg was an American film and television producer best known for his work on mid-20th-century Hollywood features, including several notable war and adventure films.
  • C. Charles Hart
    Charles Hart is a British lyricist best known for writing the lyrics to Andrew Lloyd Webber’s hit musical "The Phantom of the Opera."
  • D. Jack Linden
    Jack Linden is a central character in the film "We Don't Live Here Anymore," portrayed as a married academic whose emotional turmoil and infidelity drive much of the story’s exploration of strained relationships.
  • E. David Otis Fuller
    David Otis Fuller was an American Baptist pastor and author known for his staunch defense of the Textus Receptus and for popularizing the King James Only position among conservative Christians.
  • 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: Lee Ludwig Hart
Triple: [Gary Hart, spouse, Lee Ludwig Hart]
Generated description
Lee Ludwig Hart is the wife of former U.S. Senator and 1988 presidential candidate Gary Hart.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lee Ludwig Hart
Target entity description: Lee Ludwig Hart is the wife of former U.S. Senator and 1988 presidential candidate Gary Hart.
  • A. Lee Berk
    Lee Berk was an American educator and administrator who significantly shaped contemporary music education as a leader of the institution that became Berklee College of Music.
  • B. Aaron Rosenberg
    Aaron Rosenberg was an American film and television producer best known for his work on mid-20th-century Hollywood features, including several notable war and adventure films.
  • C. Charles Hart
    Charles Hart is a British lyricist best known for writing the lyrics to Andrew Lloyd Webber’s hit musical "The Phantom of the Opera."
  • D. Jack Linden
    Jack Linden is a central character in the film "We Don't Live Here Anymore," portrayed as a married academic whose emotional turmoil and infidelity drive much of the story’s exploration of strained relationships.
  • E. David Otis Fuller
    David Otis Fuller was an American Baptist pastor and author known for his staunch defense of the Textus Receptus and for popularizing the King James Only position among conservative Christians.
  • 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_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206d62548190b8a3c6efc1825661 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d26856c8190bdda69a049df1c10 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e879a8c8190942968982223f6e4 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3c31b48190aeefd41bea55d367 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:37 p.m.