Triple

T9873954
Position Surface form Disambiguated ID Type / Status
Subject Markwayne Mullin E240026 entity
Predicate represents P129 FINISHED
Object Oklahoma's 2nd congressional district
Oklahoma's 2nd congressional district is a largely rural, conservative U.S. House district in eastern Oklahoma that includes communities such as Muskogee and Tahlequah.
 E826652 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: Oklahoma's 2nd congressional district | Statement: [Markwayne Mullin, represents, Oklahoma's 2nd congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma's 2nd congressional district
Context triple: [Markwayne Mullin, represents, Oklahoma's 2nd congressional district]
  • A. Oklahoma's 3rd congressional district
    Oklahoma's 3rd congressional district is a large, predominantly rural U.S. House district in western Oklahoma known historically for being represented by influential Democratic leader Carl Albert.
  • B. Oklahoma's 4th congressional district
    Oklahoma's 4th congressional district is a U.S. House of Representatives district in south-central Oklahoma that includes cities such as Norman and Lawton and is known as a strongly Republican-leaning seat.
  • C. Kansas's 2nd congressional district
    Kansas's 2nd congressional district is a U.S. House district in eastern Kansas that includes the state capital, Topeka, and surrounding communities.
  • D. Kansas's 1st congressional district
    Kansas's 1st congressional district is a large, predominantly rural U.S. House district covering much of western and central Kansas, known for its agricultural economy and strong Republican lean.
  • E. Texas's 2nd congressional district
    Texas's 2nd congressional district is a U.S. House of Representatives district centered in the Houston area, known for its suburban communities and historically Republican-leaning electorate.
  • 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: Oklahoma's 2nd congressional district
Triple: [Markwayne Mullin, represents, Oklahoma's 2nd congressional district]
Generated description
Oklahoma's 2nd congressional district is a largely rural, conservative U.S. House district in eastern Oklahoma that includes communities such as Muskogee and Tahlequah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma's 2nd congressional district
Target entity description: Oklahoma's 2nd congressional district is a largely rural, conservative U.S. House district in eastern Oklahoma that includes communities such as Muskogee and Tahlequah.
  • A. Oklahoma's 3rd congressional district
    Oklahoma's 3rd congressional district is a large, predominantly rural U.S. House district in western Oklahoma known historically for being represented by influential Democratic leader Carl Albert.
  • B. Oklahoma's 4th congressional district
    Oklahoma's 4th congressional district is a U.S. House of Representatives district in south-central Oklahoma that includes cities such as Norman and Lawton and is known as a strongly Republican-leaning seat.
  • C. Kansas's 2nd congressional district
    Kansas's 2nd congressional district is a U.S. House district in eastern Kansas that includes the state capital, Topeka, and surrounding communities.
  • D. Kansas's 1st congressional district
    Kansas's 1st congressional district is a large, predominantly rural U.S. House district covering much of western and central Kansas, known for its agricultural economy and strong Republican lean.
  • E. Texas's 2nd congressional district
    Texas's 2nd congressional district is a U.S. House of Representatives district centered in the Houston area, known for its suburban communities and historically Republican-leaning electorate.
  • 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_69ca84e8a0788190b9061811d50fd554 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3f89fa081908b58956902c193cf completed April 2, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e47515788190b6644021e187e771 completed April 5, 2026, 4:26 a.m.
NEDg Description generation batch_69d1e57366748190bf617374264d1873 completed April 5, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69d1e5ed9818819095119c3478f97419 completed April 5, 2026, 4:32 a.m.
Created at: March 30, 2026, 8:37 p.m.