Triple

T16466391
Position Surface form Disambiguated ID Type / Status
Subject 2018 New Hampshire gubernatorial election E399942 entity
Predicate candidate P1223 FINISHED
Object Michael Peirce
Michael Peirce is a political figure who ran for governor in New Hampshire’s 2018 gubernatorial election.
E1215706 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: Michael Peirce | Statement: [2018 New Hampshire gubernatorial election, candidate, Michael Peirce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Peirce
Context triple: [2018 New Hampshire gubernatorial election, candidate, Michael Peirce]
  • A. Isaiah Thomas
    Isaiah Thomas is an American professional basketball point guard known for his scoring prowess and clutch performances, particularly during his standout tenure with the Boston Celtics.
  • B. Isaiah Thomas
    Isaiah Thomas was an influential early American printer, publisher, and historian best known for founding the American Antiquarian Society and documenting the history of American printing.
  • C. Avery Bradley
    Avery Bradley is an American professional basketball guard known for his elite perimeter defense and key role on contending NBA teams, including the Los Angeles Lakers.
  • D. Tito Horford
    Tito Horford is a former Dominican professional basketball center who played in the NBA and overseas, and is the father of NBA All-Star Al Horford.
  • E. Josh Hart
    Josh Hart is an American professional basketball player and former Villanova University standout known for his versatility, rebounding, and two-way play on the wing.
  • 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: Michael Peirce
Triple: [2018 New Hampshire gubernatorial election, candidate, Michael Peirce]
Generated description
Michael Peirce is a political figure who ran for governor in New Hampshire’s 2018 gubernatorial election.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Peirce
Target entity description: Michael Peirce is a political figure who ran for governor in New Hampshire’s 2018 gubernatorial election.
  • A. Isaiah Thomas
    Isaiah Thomas was an influential early American printer, publisher, and historian best known for founding the American Antiquarian Society and documenting the history of American printing.
  • B. Isaiah Thomas
    Isaiah Thomas is an American professional basketball point guard known for his scoring prowess and clutch performances, particularly during his standout tenure with the Boston Celtics.
  • C. Avery Bradley
    Avery Bradley is an American professional basketball guard known for his elite perimeter defense and key role on contending NBA teams, including the Los Angeles Lakers.
  • D. Tito Horford
    Tito Horford is a former Dominican professional basketball center who played in the NBA and overseas, and is the father of NBA All-Star Al Horford.
  • E. Josh Hart
    Josh Hart is an American professional basketball player and former Villanova University standout known for his versatility, rebounding, and two-way play on the wing.
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32dcc52f88190958b408e49cfb512 completed April 18, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f575ed48190a24d6af74565189d completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a00525b579c81909df181059d0e3db8 completed May 10, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0052ee614881908eb8f7c031ff8f7c completed May 10, 2026, 9:42 a.m.
Created at: April 10, 2026, 5:11 a.m.