Triple

T11220029
Position Surface form Disambiguated ID Type / Status
Subject John Culberson E265534 entity
Predicate officeContested P495 FINISHED
Object U.S. House of Representatives seat for Texas's 7th congressional district E48370 NE FINISHED

How this triple was built (2 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: U.S. House of Representatives seat for Texas's 7th congressional district | Statement: [John Culberson, officeContested, U.S. House of Representatives seat for Texas's 7th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. House of Representatives seat for Texas's 7th congressional district
Context triple: [John Culberson, officeContested, U.S. House of Representatives seat for Texas's 7th congressional district]
  • A. Texas's 7th congressional district chosen
    Texas's 7th congressional district is a U.S. House of Representatives district centered in the Houston area, historically known as a Republican stronghold that has become increasingly competitive and suburban in character.
  • B. Texas's 17th congressional district
    Texas's 17th congressional district is a U.S. House of Representatives district in central Texas that includes parts of Waco, College Station, and surrounding areas.
  • C. Texas's 37th congressional district
    Texas's 37th congressional district is a U.S. House of Representatives district in Texas that elects one member to Congress and encompasses part of the Austin metropolitan area.
  • D. Texas's 27th congressional district
    Texas's 27th congressional district is a U.S. House of Representatives district in Texas that covers portions of the Gulf Coast and surrounding inland areas.
  • E. Texas's 11th congressional district
    Texas's 11th congressional district is a predominantly rural, strongly Republican U.S. House district in West Texas that includes cities such as Midland, Odessa, and San Angelo.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8eb84c48190b4f3bede254afde2 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4976f38788190855aed6338d819b7 completed April 19, 2026, 8:50 a.m.
Created at: April 8, 2026, 9:30 p.m.