Triple

T18778111
Position Surface form Disambiguated ID Type / Status
Subject Office of Congressman John Lewis E459183 entity
Predicate representedConstituentsOf P104058 FINISHED
Object Georgia's 5th congressional district — NE NERFINISHED

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: Georgia's 5th congressional district | Statement: [Office of Congressman John Lewis, representedConstituentsOf, Georgia's 5th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia's 5th congressional district
Context triple: [Office of Congressman John Lewis, representedConstituentsOf, Georgia's 5th congressional district]
  • A. 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.
  • B. 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.
  • C. Georgia's 4th congressional district
    Georgia's 4th congressional district is a U.S. House district in the Atlanta metropolitan area known for its predominantly Democratic electorate and history of electing progressive representatives.
  • D. 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.
  • 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. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia's 5th congressional district
Target entity description: Georgia's 5th congressional district is a predominantly urban, historically Democratic U.S. House district centered on Atlanta, long known for its civil rights legacy and formerly represented by John Lewis.
  • A. 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.
  • B. 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.
  • C. Georgia's 4th congressional district
    Georgia's 4th congressional district is a U.S. House district in the Atlanta metropolitan area known for its predominantly Democratic electorate and history of electing progressive representatives.
  • D. 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.
  • 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. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: representedConstituentsOf
Context triple: [Office of Congressman John Lewis, representedConstituentsOf, Georgia's 5th congressional district]
  • A. representedConstituentsFrom
    Indicates that an entity served as a representative or proxy for certain constituents originating from another entity or source.
  • B. representedConstituenciesIn chosen
    Indicates that an individual or entity served as an official representative for one or more specified constituencies.
  • C. includedRepresentativesFrom
    Indicates that one entity’s composition or delegation contained representatives originating from another specified entity.
  • D. representsConstituenciesIn
    Indicates that an entity serves as the elected or official representative of certain constituencies within a specified governing body or jurisdiction.
  • E. electRepresentativesTo
    Indicates the action by which a group or body chooses individuals to serve as its official representatives in another governing or decision-making body.
  • F. None of above.

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_69d8d396f54c8190ba49db31e8743842 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5933c640081909bb6fbaa1a21d411 completed April 20, 2026, 2:45 a.m.
PD Predicate disambiguation batch_69e48d1126e4819099607837ed5aadca completed April 19, 2026, 8:06 a.m.
Created at: April 10, 2026, 11:52 a.m.