Triple

T7148036
Position Surface form Disambiguated ID Type / Status
Subject Dean Scream speech E166617 entity
Predicate associatedWith P37 FINISHED
Object 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.
 E645636 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: Iowa caucuses | Statement: [Dean Scream speech, associatedWith, Iowa caucuses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa caucuses
Context triple: [Dean Scream speech, associatedWith, Iowa caucuses]
  • A. 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.
  • 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 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.
  • D. 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.
  • E. New Hampshire Democratic primary
    The New Hampshire Democratic primary is an early U.S. presidential nominating contest that plays an outsized role in shaping momentum and media narratives for Democratic candidates.
  • 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 caucuses
Triple: [Dean Scream speech, associatedWith, Iowa caucuses]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa caucuses
Target entity description: 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.
  • A. 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.
  • 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 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.
  • D. 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.
  • E. New Hampshire Democratic primary
    The New Hampshire Democratic primary is an early U.S. presidential nominating contest that plays an outsized role in shaping momentum and media narratives for Democratic candidates.
  • 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_69c68886779c8190a8e3fbabffe68253 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7d6313c8190bdd34e700fc65502 completed March 27, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ada513388190a02a3733bfedf0f7 completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7ae830c74819091d6d65ac6fba32b completed March 28, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69c7af1133b08190a32dccf82015c19e completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:46 p.m.