Triple

T18907238
Position Surface form Disambiguated ID Type / Status
Subject Kansas's 1st congressional district E462493 entity
Predicate historicalRepresentative P36758 FINISHED
Object Tim Huelskamp
Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
E1351823 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: Tim Huelskamp | Statement: [Kansas's 1st congressional district, historicalRepresentative, Tim Huelskamp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tim Huelskamp
Context triple: [Kansas's 1st congressional district, historicalRepresentative, Tim Huelskamp]
  • A. Steve Jolley
    Steve Jolley is a British songwriter and record producer best known as part of the 1980s pop production and writing duo Jolley & Swain, who worked with artists such as Bananarama and Spandau Ballet.
  • B. Taylor Greene
    Taylor Greene is one of the children of U.S. Representative Marjorie Taylor Greene.
  • C. Lamar S. Smith
    Lamar S. Smith is a former Republican U.S. Representative from Texas known for his influential role in technology and intellectual property legislation, including authoring the controversial Stop Online Piracy Act (SOPA).
  • D. Ted Kaufman
    Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
  • E. Stephen R. Gregg
    Stephen R. Gregg was a decorated American soldier and Medal of Honor recipient from World War II.
  • 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: Tim Huelskamp
Triple: [Kansas's 1st congressional district, historicalRepresentative, Tim Huelskamp]
Generated description
Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tim Huelskamp
Target entity description: Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
  • A. Steve Jolley
    Steve Jolley is a British songwriter and record producer best known as part of the 1980s pop production and writing duo Jolley & Swain, who worked with artists such as Bananarama and Spandau Ballet.
  • B. Taylor Greene
    Taylor Greene is one of the children of U.S. Representative Marjorie Taylor Greene.
  • C. Lamar S. Smith
    Lamar S. Smith is a former Republican U.S. Representative from Texas known for his influential role in technology and intellectual property legislation, including authoring the controversial Stop Online Piracy Act (SOPA).
  • D. Ted Kaufman
    Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
  • E. Stephen R. Gregg
    Stephen R. Gregg was a decorated American soldier and Medal of Honor recipient from World War II.
  • 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_69d8dcfd05bc819088903cca13cc2846 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c52dcb948190a5b6a783512bf7d6 completed April 20, 2026, 6:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad2aaa388190914089d506fbc8e8 completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05af1c16d88190824761e4eebae68b completed May 14, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_6a05af5865708190aa8383cffc4eebe9 completed May 14, 2026, 11:17 a.m.
Created at: April 10, 2026, 11:58 a.m.