Triple

T4243946
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania's 8th congressional district E95482 entity
Predicate hasRepresentative P192 FINISHED
Object Matt Cartwright
Matt Cartwright is an American Democratic politician and attorney who serves as a U.S. Representative from northeastern Pennsylvania.
 E426729 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: Matt Cartwright | Statement: [Pennsylvania's 8th congressional district, hasRepresentative, Matt Cartwright]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matt Cartwright
Context triple: [Pennsylvania's 8th congressional district, hasRepresentative, Matt Cartwright]
  • A. Ian Crafford
    Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
  • B. Jason Carr
    Jason Carr is the son of former University of Michigan head football coach Lloyd Carr and a former college quarterback who played for the Wolverines.
  • C. Sam Craig
    Sam Craig is a central character in the classic film "Woman of the Year," serving as the down-to-earth sports reporter whose relationship with high-profile journalist Tess Harding drives the movie’s romantic and thematic conflicts.
  • D. Mark Carlisle
    Mark Carlisle was a British Conservative politician who served in senior government roles, including as Secretary of State for Education and Science under Prime Minister Margaret Thatcher.
  • E. Bill Carrigan
    Bill Carrigan was an American Major League Baseball catcher and manager best known for leading the Boston Red Sox to multiple World Series championships in the 1910s.
  • 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: Matt Cartwright
Triple: [Pennsylvania's 8th congressional district, hasRepresentative, Matt Cartwright]
Generated description
Matt Cartwright is an American Democratic politician and attorney who serves as a U.S. Representative from northeastern Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matt Cartwright
Target entity description: Matt Cartwright is an American Democratic politician and attorney who serves as a U.S. Representative from northeastern Pennsylvania.
  • A. Ian Crafford
    Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
  • B. Jason Carr
    Jason Carr is the son of former University of Michigan head football coach Lloyd Carr and a former college quarterback who played for the Wolverines.
  • C. Sam Craig
    Sam Craig is a central character in the classic film "Woman of the Year," serving as the down-to-earth sports reporter whose relationship with high-profile journalist Tess Harding drives the movie’s romantic and thematic conflicts.
  • D. Mark Carlisle
    Mark Carlisle was a British Conservative politician who served in senior government roles, including as Secretary of State for Education and Science under Prime Minister Margaret Thatcher.
  • E. Bill Carrigan
    Bill Carrigan was an American Major League Baseball catcher and manager best known for leading the Boston Red Sox to multiple World Series championships in the 1910s.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e8a676c8190ac2cb59e62613dd9 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b77ce4d48190ba24e3ef8c9ceb8d completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5bb7b11e08190abe931711bc7811d completed March 14, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5bbda0cec819092b4f6dd0c8257c3 completed March 14, 2026, 7:49 p.m.
Created at: March 12, 2026, 11:05 p.m.