Triple

T3825267
Position Surface form Disambiguated ID Type / Status
Subject Democratic Party presidential primaries, 2008 E88670 entity
Predicate firstContest P38352 FINISHED
Object Iowa Democratic caucuses, 2008
The 2008 Iowa Democratic caucuses were the opening contest of the Democratic presidential nomination race, where Barack Obama scored a pivotal early victory over Hillary Clinton and John Edwards.
E390689 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: Iowa Democratic caucuses, 2008 | Statement: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iowa Democratic caucuses, 2008
Context triple: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
  • A. 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.
  • B. Iowa Democratic caucuses 2000
    The Iowa Democratic caucuses 2000 were the first major contest of the Democratic Party's 2000 presidential primary season, helping to shape early momentum for the candidates.
  • C. 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.
  • D. 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.
  • E. Democratic caucuses
    Democratic caucuses are local party meetings in which registered Democrats gather to discuss and select their preferred candidates and delegates for the presidential nomination process.
  • 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: Iowa Democratic caucuses, 2008
Triple: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
Generated description
The 2008 Iowa Democratic caucuses were the opening contest of the Democratic presidential nomination race, where Barack Obama scored a pivotal early victory over Hillary Clinton and John Edwards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iowa Democratic caucuses, 2008
Target entity description: The 2008 Iowa Democratic caucuses were the opening contest of the Democratic presidential nomination race, where Barack Obama scored a pivotal early victory over Hillary Clinton and John Edwards.
  • A. 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.
  • B. Iowa Democratic caucuses 2000
    The Iowa Democratic caucuses 2000 were the first major contest of the Democratic Party's 2000 presidential primary season, helping to shape early momentum for the candidates.
  • C. 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.
  • D. 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.
  • E. Democratic caucuses
    Democratic caucuses are local party meetings in which registered Democrats gather to discuss and select their preferred candidates and delegates for the presidential nomination process.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstContest
Context triple: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
  • A. firstContestedIn chosen
    Indicates the event, competition, or context in which something (such as a title, office, or position) was initially challenged or competed for.
  • B. firstContestedBetween
    Indicates that a particular contest, dispute, or competition initially occurred between the specified entities.
  • C. firstSeries
    Indicates that one entity is the initial or earliest series in an ordered sequence of related series.
  • D. firstGamePlayed
    Indicates the specific game that an entity participated in before any other, marking the earliest game in which it played.
  • E. firstWinner
    Indicates that the subject is the entity who achieved first place or victory in the referenced event or competition.
  • 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.