Triple

T7543981
Position Surface form Disambiguated ID Type / Status
Subject Peter DeFazio E178348 entity
Predicate succeededBy P78 FINISHED
Object Sam Graves
Sam Graves is a Republican U.S. Representative from Missouri who has served in Congress since 2001 and is known for his leadership on transportation and infrastructure issues.
 E676878 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: Sam Graves | Statement: [Peter DeFazio, succeededBy, Sam Graves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sam Graves
Context triple: [Peter DeFazio, succeededBy, Sam Graves]
  • A. Jeb Hensarling
    Jeb Hensarling is an American Republican politician who represented Texas in the U.S. House of Representatives and served as chairman of the House Financial Services Committee.
  • B. Michael McCaul
    Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
  • C. Thomas Massie
    Thomas Massie is a libertarian-leaning Republican U.S. Representative from Kentucky known for his staunch constitutionalism, skepticism of federal power, and frequent lone dissenting votes in Congress.
  • D. Jim Jordan
    Jim Jordan was an American radio and voice actor best known as half of the comedy duo Fibber McGee and Molly and for his later work in animated films.
  • E. Jim Jordan
    Jim Jordan is a conservative Republican U.S. Representative from Ohio known for his staunch right-wing positions and prominent role in House leadership and oversight battles.
  • 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: Sam Graves
Triple: [Peter DeFazio, succeededBy, Sam Graves]
Generated description
Sam Graves is a Republican U.S. Representative from Missouri who has served in Congress since 2001 and is known for his leadership on transportation and infrastructure issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sam Graves
Target entity description: Sam Graves is a Republican U.S. Representative from Missouri who has served in Congress since 2001 and is known for his leadership on transportation and infrastructure issues.
  • A. Jeb Hensarling
    Jeb Hensarling is an American Republican politician who represented Texas in the U.S. House of Representatives and served as chairman of the House Financial Services Committee.
  • B. Michael McCaul
    Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
  • C. Thomas Massie
    Thomas Massie is a libertarian-leaning Republican U.S. Representative from Kentucky known for his staunch constitutionalism, skepticism of federal power, and frequent lone dissenting votes in Congress.
  • D. Jim Jordan
    Jim Jordan was an American radio and voice actor best known as half of the comedy duo Fibber McGee and Molly and for his later work in animated films.
  • E. Jim Jordan
    Jim Jordan is a conservative Republican U.S. Representative from Ohio known for his staunch right-wing positions and prominent role in House leadership and oversight battles.
  • 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f896a27481908b2e120208f268e7 completed March 27, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86834713481908400504fb7b49068 completed March 28, 2026, 11:45 p.m.
NEDg Description generation batch_69c8699f5c008190be32da0a096cbb29 completed March 28, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69c86abe53b08190b9fbd17d83cbe7c3 completed March 28, 2026, 11:56 p.m.
Created at: March 27, 2026, 3:48 p.m.