Triple

T7555209
Position Surface form Disambiguated ID Type / Status
Subject "It's the economy, stupid" E178644 entity
Predicate associatedWith P37 FINISHED
Object James Carville
James Carville is an American political strategist and commentator best known for masterminding Bill Clinton’s 1992 presidential campaign and popularizing its sharp, message-driven style.
E673052 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: James Carville | Statement: ["It's the economy, stupid", associatedWith, James Carville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Carville
Context triple: ["It's the economy, stupid", associatedWith, James Carville]
  • A. Slim Gaillard
    Slim Gaillard was an American jazz singer, guitarist, pianist, and songwriter known for his humorous performances, scat singing, and inventive "Vout-o-Reenee" hipster slang in the 1930s and 1940s.
  • B. William Knox Schroeder
    William Knox Schroeder was a 19-year-old Kent State University student who was fatally shot by the Ohio National Guard during the Kent State shootings on May 4, 1970.
  • C. Richard Jenrette
    Richard Jenrette was an American financier and co-founder of the influential Wall Street investment bank Donaldson, Lufkin & Jenrette, known for pioneering research-driven equity analysis.
  • D. Mark Shriver
    Mark Shriver is an American politician, author, and advocate for social justice, known for his work with Save the Children and as a member of the prominent Kennedy family.
  • E. Pat Buchanan
    Pat Buchanan is an American conservative political commentator, author, and former presidential candidate known for his nationalist and populist views.
  • 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: James Carville
Triple: ["It's the economy, stupid", associatedWith, James Carville]
Generated description
James Carville is an American political strategist and commentator best known for masterminding Bill Clinton’s 1992 presidential campaign and popularizing its sharp, message-driven style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Carville
Target entity description: James Carville is an American political strategist and commentator best known for masterminding Bill Clinton’s 1992 presidential campaign and popularizing its sharp, message-driven style.
  • A. Slim Gaillard
    Slim Gaillard was an American jazz singer, guitarist, pianist, and songwriter known for his humorous performances, scat singing, and inventive "Vout-o-Reenee" hipster slang in the 1930s and 1940s.
  • B. William Knox Schroeder
    William Knox Schroeder was a 19-year-old Kent State University student who was fatally shot by the Ohio National Guard during the Kent State shootings on May 4, 1970.
  • C. Richard Jenrette
    Richard Jenrette was an American financier and co-founder of the influential Wall Street investment bank Donaldson, Lufkin & Jenrette, known for pioneering research-driven equity analysis.
  • D. Mark Shriver
    Mark Shriver is an American politician, author, and advocate for social justice, known for his work with Save the Children and as a member of the prominent Kennedy family.
  • E. Pat Buchanan
    Pat Buchanan is an American conservative political commentator, author, and former presidential candidate known for his nationalist and populist views.
  • 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8d82dd481908351876edc70c4ec completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856c20258819081761699228b8ba3 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c858501a6c81909a2186c264509be5 completed March 28, 2026, 10:38 p.m.
NED2 Entity disambiguation (via description) batch_69c858c151b881908d112c426ba34827 completed March 28, 2026, 10:40 p.m.
Created at: March 27, 2026, 3:49 p.m.