Triple

T1461187
Position Surface form Disambiguated ID Type / Status
Subject Howard Dean 2004 presidential campaign E31514 entity
Predicate electionPhase P4171 FINISHED
Object 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.
E166614 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: Democratic Party presidential primaries, 2004 | Statement: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Party presidential primaries, 2004
Context triple: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
  • A. 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.
  • B. 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.
  • C. 2004 United States presidential election
    The 2004 United States presidential election was a contest between incumbent Republican President George W. Bush and Democratic Senator John Kerry, culminating in Bush’s re-election amid intense national focus on the Iraq War and national security.
  • D. John Kerry 2004 presidential campaign
    The John Kerry 2004 presidential campaign was the Democratic Party effort led by Senator John Kerry to unseat incumbent President George W. Bush in the 2004 United States presidential election.
  • E. Iowa Democratic caucuses 2004
    The Iowa Democratic caucuses of 2004 were the first major contest of the 2004 U.S. presidential primary season, where Democratic voters in Iowa gathered in local meetings to select delegates and signal early support for their preferred candidate.
  • 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: Democratic Party presidential primaries, 2004
Triple: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Party presidential primaries, 2004
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 2004 United States presidential election
    The 2004 United States presidential election was a contest between incumbent Republican President George W. Bush and Democratic Senator John Kerry, culminating in Bush’s re-election amid intense national focus on the Iraq War and national security.
  • D. John Kerry 2004 presidential campaign
    The John Kerry 2004 presidential campaign was the Democratic Party effort led by Senator John Kerry to unseat incumbent President George W. Bush in the 2004 United States presidential election.
  • E. Iowa Democratic caucuses 2004
    The Iowa Democratic caucuses of 2004 were the first major contest of the 2004 U.S. presidential primary season, where Democratic voters in Iowa gathered in local meetings to select delegates and signal early support for their preferred candidate.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: electionPhase
Context triple: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
  • A. electionCycle
    Indicates the recurring period or sequence of time in which elections are organized, conducted, and repeated for a given office or political system.
  • B. electionMethod
    Indicates the process or system used to select a candidate or make a decision in an election.
  • C. primaryElection chosen
    Indicates a relationship where an election is held within a party or jurisdiction to select its main candidate(s) for a subsequent general or higher-level election.
  • D. electionNumber
    Indicates the specific ordinal or identifying number assigned to a particular election within a series or system of elections.
  • E. nextElection
    Indicates the upcoming scheduled election associated with a given political body, office, or jurisdiction.
  • 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_69a49917dfc081909acdbdf5d684f1ef completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c59ecb60819082217b034e18381f completed March 1, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e7ab538819090bc3e3ed1bbff64 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0f5106fc8190ab03c4e5a0287424 completed March 8, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69ad0fa4c7d48190ac84267c16c6eb00 completed March 8, 2026, 5:56 a.m.
PD Predicate disambiguation batch_69a4c47ec5108190b1772237f2e5d90b completed March 1, 2026, 10:58 p.m.
Created at: March 1, 2026, 8 p.m.