Triple

T9606888
Position Surface form Disambiguated ID Type / Status
Subject Trey Gowdy E231993 entity
Predicate represented P192 FINISHED
Object South Carolina's 4th congressional district
South Carolina's 4th congressional district is a predominantly conservative U.S. House district in the northwestern part of the state, centered around the Greenville-Spartanburg area.
E809927 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: South Carolina's 4th congressional district | Statement: [Trey Gowdy, represented, South Carolina's 4th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Carolina's 4th congressional district
Context triple: [Trey Gowdy, represented, South Carolina's 4th congressional district]
  • A. South Carolina's 5th congressional district
    South Carolina's 5th congressional district is a U.S. House district in northern South Carolina that includes both suburban areas near Charlotte and more rural communities, with a political history that has shifted from Democratic to reliably Republican representation.
  • B. South Carolina's 2nd congressional district
    South Carolina's 2nd congressional district is a U.S. House district in central South Carolina that includes much of the Columbia metropolitan area and surrounding communities.
  • C. South Carolina's 6th congressional district
    South Carolina's 6th congressional district is a U.S. House district in central and eastern South Carolina that includes parts of several counties and is known as a heavily Democratic, majority-Black district.
  • D. North Carolina's 4th congressional district
    North Carolina's 4th congressional district is a U.S. House district centered in the Research Triangle region, historically known as a strongly Democratic, urban-suburban seat that includes parts of cities like Raleigh, Durham, and Chapel Hill.
  • E. North Carolina's 1st congressional district
    North Carolina's 1st congressional district is a predominantly rural, historically Democratic-leaning U.S. House district in northeastern North Carolina that includes parts of the Coastal Plain and several small cities and towns.
  • 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: South Carolina's 4th congressional district
Triple: [Trey Gowdy, represented, South Carolina's 4th congressional district]
Generated description
South Carolina's 4th congressional district is a predominantly conservative U.S. House district in the northwestern part of the state, centered around the Greenville-Spartanburg area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Carolina's 4th congressional district
Target entity description: South Carolina's 4th congressional district is a predominantly conservative U.S. House district in the northwestern part of the state, centered around the Greenville-Spartanburg area.
  • A. South Carolina's 5th congressional district
    South Carolina's 5th congressional district is a U.S. House district in northern South Carolina that includes both suburban areas near Charlotte and more rural communities, with a political history that has shifted from Democratic to reliably Republican representation.
  • B. South Carolina's 2nd congressional district
    South Carolina's 2nd congressional district is a U.S. House district in central South Carolina that includes much of the Columbia metropolitan area and surrounding communities.
  • C. South Carolina's 6th congressional district
    South Carolina's 6th congressional district is a U.S. House district in central and eastern South Carolina that includes parts of several counties and is known as a heavily Democratic, majority-Black district.
  • D. North Carolina's 4th congressional district
    North Carolina's 4th congressional district is a U.S. House district centered in the Research Triangle region, historically known as a strongly Democratic, urban-suburban seat that includes parts of cities like Raleigh, Durham, and Chapel Hill.
  • E. North Carolina's 1st congressional district
    North Carolina's 1st congressional district is a predominantly rural, historically Democratic-leaning U.S. House district in northeastern North Carolina that includes parts of the Coastal Plain and several small cities and towns.
  • 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_69ca8485a90c819094fe40b42fde9d70 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a62372881908bf21be91e7285fb completed April 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17942504481908e7147a0f56bdf96 completed April 4, 2026, 8:49 p.m.
NEDg Description generation batch_69d17a27596081909c6a2ec486480ce1 completed April 4, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69d17af1d1b48190b6f8350edfa4f5ef completed April 4, 2026, 8:56 p.m.
Created at: March 30, 2026, 8:08 p.m.