Triple

T12270575
Position Surface form Disambiguated ID Type / Status
Subject Newt Gingrich E292458 entity
Predicate representedDistrict P1239 FINISHED
Object Georgia's 6th congressional district E679340 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: Georgia's 6th congressional district | Statement: [Newt Gingrich, representedDistrict, Georgia's 6th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia's 6th congressional district
Context triple: [Newt Gingrich, representedDistrict, Georgia's 6th congressional district]
  • A. Georgia's 6th congressional district chosen
    Georgia's 6th congressional district is a suburban Atlanta-area U.S. House district historically known as a Republican stronghold and once represented by figures such as Newt Gingrich.
  • B. Georgia's 1st congressional district
    Georgia's 1st congressional district is a U.S. House district in southeastern Georgia that includes the coastal region around Savannah and several surrounding counties.
  • C. Georgia's 7th congressional district
    Georgia's 7th congressional district is a U.S. House district in the Atlanta metropolitan area that has undergone significant demographic and political shifts over recent decades.
  • D. Georgia’s 2nd congressional district
    Georgia’s 2nd congressional district is a largely rural, majority-Black U.S. House district in southwestern Georgia that includes cities such as Albany and Columbus and is known as a Democratic stronghold.
  • E. Georgia's 3rd congressional district
    Georgia's 3rd congressional district is a U.S. House district in west-central Georgia that includes a mix of suburban and rural communities and is known as a reliably Republican stronghold.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdea6e881908e13f8259bad6ddc completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6981b48190a0fc5a571c425be1 completed May 2, 2026, 3:55 p.m.
Created at: April 8, 2026, 9:52 p.m.