Triple

T17119832
Position Surface form Disambiguated ID Type / Status
Subject Republican Party presidential primaries, 2012 E415435 entity
Predicate startEvent P3267 FINISHED
Object 2012 Iowa Republican caucuses
The 2012 Iowa Republican caucuses were the first major electoral contest of the 2012 U.S. Republican presidential nomination race, helping to shape the early momentum and viability of the party’s candidates.
E1250980 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: 2012 Iowa Republican caucuses | Statement: [Republican Party presidential primaries, 2012, startEvent, 2012 Iowa Republican caucuses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2012 Iowa Republican caucuses
Context triple: [Republican Party presidential primaries, 2012, startEvent, 2012 Iowa Republican caucuses]
  • A. Iowa Democratic caucuses, 2012
    The 2012 Iowa Democratic caucuses were the state-level party meetings in Iowa where registered Democrats selected their preferred candidate and delegates for the 2012 U.S. presidential election cycle.
  • B. Iowa Republican caucuses, 2008
    The Iowa Republican caucuses, 2008 were the first major contest in the 2008 Republican presidential nomination race, where party members in Iowa gathered to select their preferred candidate.
  • C. Iowa caucuses
    The Iowa caucuses are the first major electoral event in the U.S. presidential nomination process, where party members in Iowa gather in local meetings to select their preferred candidates.
  • D. 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.
  • 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: 2012 Iowa Republican caucuses
Triple: [Republican Party presidential primaries, 2012, startEvent, 2012 Iowa Republican caucuses]
Generated description
The 2012 Iowa Republican caucuses were the first major electoral contest of the 2012 U.S. Republican presidential nomination race, helping to shape the early momentum and viability of the party’s candidates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2012 Iowa Republican caucuses
Target entity description: The 2012 Iowa Republican caucuses were the first major electoral contest of the 2012 U.S. Republican presidential nomination race, helping to shape the early momentum and viability of the party’s candidates.
  • A. Iowa Democratic caucuses, 2012
    The 2012 Iowa Democratic caucuses were the state-level party meetings in Iowa where registered Democrats selected their preferred candidate and delegates for the 2012 U.S. presidential election cycle.
  • B. Iowa Republican caucuses, 2008
    The Iowa Republican caucuses, 2008 were the first major contest in the 2008 Republican presidential nomination race, where party members in Iowa gathered to select their preferred candidate.
  • C. Iowa caucuses
    The Iowa caucuses are the first major electoral event in the U.S. presidential nomination process, where party members in Iowa gather in local meetings to select their preferred candidates.
  • D. 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.
  • 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

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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8092b548190b45c1695be47edc2 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a0e11108190bfcf858142aa9ff3 completed May 11, 2026, 2:08 a.m.
NEDg Description generation batch_6a013b749680819097159f0fdc379f2c completed May 11, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_6a013bf9ef508190aac1155680f33eaf completed May 11, 2026, 2:16 a.m.
Created at: April 10, 2026, 5:36 a.m.