Triple

T7148114
Position Surface form Disambiguated ID Type / Status
Subject Joe Trippi E166619 entity
Predicate workedOn P3 FINISHED
Object John Edwards 2008 presidential campaign
The John Edwards 2008 presidential campaign was the Democratic bid by former Senator John Edwards, focused on economic populism and poverty reduction during the 2008 United States presidential election.
E645638 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: John Edwards 2008 presidential campaign | Statement: [Joe Trippi, workedOn, John Edwards 2008 presidential campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Edwards 2008 presidential campaign
Context triple: [Joe Trippi, workedOn, John Edwards 2008 presidential campaign]
  • A. John Edwards 2004 presidential campaign
    The John Edwards 2004 presidential campaign was the Democratic U.S. senator from North Carolina’s bid for the presidency, noted for its populist “Two Americas” economic message and his eventual selection as John Kerry’s running mate.
  • B. Barack Obama 2008 presidential campaign
    The Barack Obama 2008 presidential campaign was the successful Democratic bid that led to Obama becoming the first African American president of the United States, notable for its grassroots organizing, digital strategy, and message of "hope" and "change."
  • C. John Edwards
    John Edwards is an American lawyer and former U.S. senator from North Carolina who was the Democratic vice-presidential nominee in the 2004 election.
  • D. John Edwards
    John Edwards is a musician known for his work as a member of the band The Stooges.
  • E. Howard Dean 2004 presidential campaign
    The Howard Dean 2004 presidential campaign was an insurgent Democratic primary bid noted for its pioneering use of online fundraising and grassroots organizing, which reshaped modern American political campaigning despite ultimately falling short of the nomination.
  • 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: John Edwards 2008 presidential campaign
Triple: [Joe Trippi, workedOn, John Edwards 2008 presidential campaign]
Generated description
The John Edwards 2008 presidential campaign was the Democratic bid by former Senator John Edwards, focused on economic populism and poverty reduction during the 2008 United States presidential election.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Edwards 2008 presidential campaign
Target entity description: The John Edwards 2008 presidential campaign was the Democratic bid by former Senator John Edwards, focused on economic populism and poverty reduction during the 2008 United States presidential election.
  • A. John Edwards 2004 presidential campaign
    The John Edwards 2004 presidential campaign was the Democratic U.S. senator from North Carolina’s bid for the presidency, noted for its populist “Two Americas” economic message and his eventual selection as John Kerry’s running mate.
  • B. Barack Obama 2008 presidential campaign
    The Barack Obama 2008 presidential campaign was the successful Democratic bid that led to Obama becoming the first African American president of the United States, notable for its grassroots organizing, digital strategy, and message of "hope" and "change."
  • C. John Edwards
    John Edwards is an American lawyer and former U.S. senator from North Carolina who was the Democratic vice-presidential nominee in the 2004 election.
  • D. John Edwards
    John Edwards is a musician known for his work as a member of the band The Stooges.
  • E. Howard Dean 2004 presidential campaign
    The Howard Dean 2004 presidential campaign was an insurgent Democratic primary bid noted for its pioneering use of online fundraising and grassroots organizing, which reshaped modern American political campaigning despite ultimately falling short of the nomination.
  • 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.