Triple

T2083076
Position Surface form Disambiguated ID Type / Status
Subject New York's 25th congressional district E45286 entity
Predicate previousRepresentative P97 FINISHED
Object James T. Walsh
James T. Walsh is an American Republican politician who represented a central New York district in the U.S. House of Representatives for two decades.
E239677 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 T. Walsh | Statement: [New York's 25th congressional district, previousRepresentative, James T. Walsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James T. Walsh
Context triple: [New York's 25th congressional district, previousRepresentative, James T. Walsh]
  • A. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • B. James Dougherty
    James Dougherty was an American police officer best known as the first husband of Marilyn Monroe before she became a famous actress.
  • C. James McDermott
    James McDermott is a character in Margaret Atwood’s novel *Alias Grace*, depicted as a fellow servant whose murder becomes central to the story’s infamous crime.
  • D. Michael H. Moloney
    Michael H. Moloney is a physics-focused science policy and leadership professional who serves as the chief executive officer of the American Institute of Physics.
  • E. Phil Burke
    Phil Burke is a Canadian actor best known for his role as Mickey McGinnes on the television drama series "Hell on Wheels."
  • 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 T. Walsh
Triple: [New York's 25th congressional district, previousRepresentative, James T. Walsh]
Generated description
James T. Walsh is an American Republican politician who represented a central New York district in the U.S. House of Representatives for two decades.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James T. Walsh
Target entity description: James T. Walsh is an American Republican politician who represented a central New York district in the U.S. House of Representatives for two decades.
  • A. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • B. James Dougherty
    James Dougherty was an American police officer best known as the first husband of Marilyn Monroe before she became a famous actress.
  • C. James McDermott
    James McDermott is a character in Margaret Atwood’s novel *Alias Grace*, depicted as a fellow servant whose murder becomes central to the story’s infamous crime.
  • D. Michael H. Moloney
    Michael H. Moloney is a physics-focused science policy and leadership professional who serves as the chief executive officer of the American Institute of Physics.
  • E. Phil Burke
    Phil Burke is a Canadian actor best known for his role as Mickey McGinnes on the television drama series "Hell on Wheels."
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5097ac8190a723a8af2982238c completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58c586808190a8595b6541bc5463 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a2055488190855ac173d1e3ad11 completed March 9, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a810b588190a1bb538be46b2010 completed March 9, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:41 p.m.