Triple

T9732655
Position Surface form Disambiguated ID Type / Status
Subject Marjorie Taylor Greene E235981 entity
Predicate represents P129 FINISHED
Object Georgia's 14th congressional district
Georgia's 14th congressional district is a predominantly conservative, largely rural U.S. House district in northwest Georgia known for reliably Republican voting patterns.
 E818465 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: Georgia's 14th congressional district | Statement: [Marjorie Taylor Greene, represents, Georgia's 14th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia's 14th congressional district
Context triple: [Marjorie Taylor Greene, represents, Georgia's 14th congressional district]
  • A. 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.
  • 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 10th congressional district
    Georgia's 10th congressional district is a U.S. House district in eastern Georgia that includes a mix of suburban and rural communities and is known as a strongly Republican-leaning seat.
  • D. Georgia's 11th congressional district
    Georgia's 11th congressional district is a U.S. House of Representatives district in Georgia that has included parts of the Atlanta metropolitan area and has been represented by various members of Congress over time.
  • E. 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.
  • 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: Georgia's 14th congressional district
Triple: [Marjorie Taylor Greene, represents, Georgia's 14th congressional district]
Generated description
Georgia's 14th congressional district is a predominantly conservative, largely rural U.S. House district in northwest Georgia known for reliably Republican voting patterns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia's 14th congressional district
Target entity description: Georgia's 14th congressional district is a predominantly conservative, largely rural U.S. House district in northwest Georgia known for reliably Republican voting patterns.
  • A. 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.
  • 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 10th congressional district
    Georgia's 10th congressional district is a U.S. House district in eastern Georgia that includes a mix of suburban and rural communities and is known as a strongly Republican-leaning seat.
  • D. Georgia's 11th congressional district
    Georgia's 11th congressional district is a U.S. House of Representatives district in Georgia that has included parts of the Atlanta metropolitan area and has been represented by various members of Congress over time.
  • E. 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.
  • 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_69ca84d313e88190983ee6ffd0ef60d2 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb3d6e4819090b3c7fb92550c57 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afc4dcc4819096d29c1a0529d272 completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b06d39b48190adaadbc81b4ffb9a completed April 5, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1511c7c8190ba7bc691ab2d3a13 completed April 5, 2026, 12:48 a.m.
Created at: March 30, 2026, 8:22 p.m.