Triple

T3825268
Position Surface form Disambiguated ID Type / Status
Subject Democratic Party presidential primaries, 2008 E88670 entity
Predicate secondContest P25127 FINISHED
Object New Hampshire Democratic primary, 2008
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
E390690 NE FINISHED

How this triple was built (5 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: New Hampshire Democratic primary, 2008 | Statement: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Hampshire Democratic primary, 2008
Context triple: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
  • A. New Hampshire Democratic primary 2004
    The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
  • B. Democratic Party presidential primaries, 2008
    The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
  • C. 1964 New Hampshire Democratic presidential primary
    The 1964 New Hampshire Democratic presidential primary was an early contest in the 1964 U.S. presidential election cycle that helped gauge support for incumbent President Lyndon B. Johnson within the Democratic Party.
  • D. 2020 New Hampshire gubernatorial election
    The 2020 New Hampshire gubernatorial election was a U.S. state-level race in which voters chose the governor of New Hampshire during the 2020 election cycle.
  • E. Democratic Party presidential primaries, 2004
    The Democratic Party presidential primaries of 2004 were the series of state-by-state contests in which Democratic voters selected their party’s nominee—ultimately John Kerry—to challenge incumbent President George W. Bush in the 2004 U.S. presidential election.
  • 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: New Hampshire Democratic primary, 2008
Triple: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
Generated description
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Hampshire Democratic primary, 2008
Target entity description: The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
  • A. New Hampshire Democratic primary 2004
    The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
  • B. Democratic Party presidential primaries, 2008
    The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
  • C. 1964 New Hampshire Democratic presidential primary
    The 1964 New Hampshire Democratic presidential primary was an early contest in the 1964 U.S. presidential election cycle that helped gauge support for incumbent President Lyndon B. Johnson within the Democratic Party.
  • D. 2020 New Hampshire gubernatorial election
    The 2020 New Hampshire gubernatorial election was a U.S. state-level race in which voters chose the governor of New Hampshire during the 2020 election cycle.
  • E. Democratic Party presidential primaries, 2004
    The Democratic Party presidential primaries of 2004 were the series of state-by-state contests in which Democratic voters selected their party’s nominee—ultimately John Kerry—to challenge incumbent President George W. Bush in the 2004 U.S. presidential election.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: secondContest
Context triple: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
  • A. secondPlace
    Indicates that an entity holds the position of runner-up or finishes in second place in a ranked ordering, competition, or comparison relative to others.
  • B. secondStage chosen
    Indicates that something functions as the subsequent or follow-up stage in a multi-stage process or sequence.
  • C. secondPhase
    Indicates that an entity is in, or has progressed to, the second phase or stage of a multi-phase process or sequence.
  • D. secondRoundDate
    Indicates the date on which the second round of an event, process, or sequence is scheduled or occurs.
  • E. secondedBy
    Indicates that an initial proposal, motion, or action by one entity is formally supported or endorsed by another entity as a second.
  • F. None of above.

Provenance (6 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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef188b474819087680db42b04ecdd completed March 9, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb4f41c88190b3040236462c37cc completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4fc9fc5dc81908772fc642285abf6 completed March 14, 2026, 6:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4fd0dc3d48190b907d7a1c1e44066 completed March 14, 2026, 6:15 a.m.
PD Predicate disambiguation batch_69aee74a2bc081909b237df8b1e27653 completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:17 p.m.