Triple

T21726378
Position Surface form Disambiguated ID Type / Status
Subject Lee Ludwig Hart E536284 entity
Predicate spouse P13 FINISHED
Object Gary Hart
Gary Hart is an American politician and former U.S. senator from Colorado who was a leading Democratic presidential contender in the 1980s before his campaign was derailed by a highly publicized extramarital affair scandal.
E146629 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: Gary Hart | Statement: [Lee Ludwig Hart, spouse, Gary Hart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary Hart
Context triple: [Lee Ludwig Hart, spouse, Gary Hart]
  • A. Gary Hart
    Gary Hart is an American politician and former U.S. senator from Colorado who gained prominence in the 1970s and 1980s as a leading Democratic reformer and presidential candidate.
  • B. Howard M. Gore
    Howard M. Gore was an American politician who served as U.S. Secretary of Agriculture and later as governor of West Virginia in the 1920s.
  • C. Pat Buchanan
    Pat Buchanan is an American conservative political commentator, author, and former presidential candidate known for his nationalist and populist views.
  • D. John B. Anderson
    John B. Anderson was a moderate Republican congressman from Illinois who ran a notable independent campaign for U.S. president in 1980.
  • E. William Mondale
    William Mondale is one of the children of former U.S. Vice President Walter Mondale.
  • 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: Gary Hart
Triple: [Lee Ludwig Hart, spouse, Gary Hart]
Generated description
Gary Hart is an American politician and former U.S. senator from Colorado who was a leading Democratic presidential contender in the 1980s before his campaign was derailed by a highly publicized extramarital affair scandal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary Hart
Target entity description: Gary Hart is an American politician and former U.S. senator from Colorado who was a leading Democratic presidential contender in the 1980s before his campaign was derailed by a highly publicized extramarital affair scandal.
  • A. Gary Hart chosen
    Gary Hart is an American politician and former U.S. senator from Colorado who gained prominence in the 1970s and 1980s as a leading Democratic reformer and presidential candidate.
  • B. Howard M. Gore
    Howard M. Gore was an American politician who served as U.S. Secretary of Agriculture and later as governor of West Virginia in the 1920s.
  • C. Pat Buchanan
    Pat Buchanan is an American conservative political commentator, author, and former presidential candidate known for his nationalist and populist views.
  • D. John B. Anderson
    John B. Anderson was a moderate Republican congressman from Illinois who ran a notable independent campaign for U.S. president in 1980.
  • E. William Mondale
    William Mondale is one of the children of former U.S. Vice President Walter Mondale.
  • F. None of above.

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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd972ed248190bd0d4ac43efccbfd completed April 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ecc31948190848c6e01ea121deb completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2fd17bd48190a6ba7a80b244cdd7 completed May 17, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3047eb04819082e2b9f4e62b4b0b completed May 17, 2026, 9:16 p.m.
Created at: April 16, 2026, 6:48 p.m.