Triple

T6881423
Position Surface form Disambiguated ID Type / Status
Subject Madison County, Arkansas E158805 entity
Predicate inFederalDistrict P31257 FINISHED
Object Arkansas's 3rd congressional district
Arkansas's 3rd congressional district is a U.S. House district in northwestern Arkansas that includes cities such as Fort Smith, Fayetteville, Springdale, and Bentonville and is known as a Republican stronghold.
E625077 NE FINISHED

How this triple was built (5 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: Arkansas's 3rd congressional district | Statement: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas's 3rd congressional district
Context triple: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd congressional district]
  • A. Arkansas's 1st congressional district
    Arkansas's 1st congressional district is a largely rural, agriculturally focused U.S. House district in eastern Arkansas that includes cities such as Jonesboro and West Memphis and stretches along much of the Mississippi River.
  • B. Mississippi's 3rd congressional district
    Mississippi's 3rd congressional district is a largely rural, Republican-leaning U.S. House district in central Mississippi that includes cities such as Meridian and parts of the Jackson metropolitan area.
  • C. Missouri's 3rd congressional district
    Missouri's 3rd congressional district is a U.S. House of Representatives district in central and eastern Missouri that includes parts of the Jefferson City and St. Louis metropolitan areas.
  • D. Mississippi's 2nd congressional district
    Mississippi's 2nd congressional district is a predominantly rural and historically African American district in the Mississippi Delta region, represented in the U.S. House of Representatives.
  • E. Oklahoma's 3rd congressional district
    Oklahoma's 3rd congressional district is a large, predominantly rural U.S. House district in western Oklahoma known historically for being represented by influential Democratic leader Carl Albert.
  • 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: Arkansas's 3rd congressional district
Triple: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd congressional district]
Generated description
Arkansas's 3rd congressional district is a U.S. House district in northwestern Arkansas that includes cities such as Fort Smith, Fayetteville, Springdale, and Bentonville and is known as a Republican stronghold.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas's 3rd congressional district
Target entity description: Arkansas's 3rd congressional district is a U.S. House district in northwestern Arkansas that includes cities such as Fort Smith, Fayetteville, Springdale, and Bentonville and is known as a Republican stronghold.
  • A. Arkansas's 1st congressional district
    Arkansas's 1st congressional district is a largely rural, agriculturally focused U.S. House district in eastern Arkansas that includes cities such as Jonesboro and West Memphis and stretches along much of the Mississippi River.
  • B. Mississippi's 3rd congressional district
    Mississippi's 3rd congressional district is a largely rural, Republican-leaning U.S. House district in central Mississippi that includes cities such as Meridian and parts of the Jackson metropolitan area.
  • C. Missouri's 3rd congressional district
    Missouri's 3rd congressional district is a U.S. House of Representatives district in central and eastern Missouri that includes parts of the Jefferson City and St. Louis metropolitan areas.
  • D. Mississippi's 2nd congressional district
    Mississippi's 2nd congressional district is a predominantly rural and historically African American district in the Mississippi Delta region, represented in the U.S. House of Representatives.
  • E. Oklahoma's 3rd congressional district
    Oklahoma's 3rd congressional district is a large, predominantly rural U.S. House district in western Oklahoma known historically for being represented by influential Democratic leader Carl Albert.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: inFederalDistrict
Context triple: [Madison County, Arkansas, inFederalDistrict, Arkansas's 3rd congressional district]
  • A. isFederalDistrictUntil
    Indicates that an entity functioned as a federal district up to a specified end date or time.
  • B. federalDistrictComponent chosen
    Indicates that one administrative or territorial unit is a constituent part of a federal district within a federal system.
  • C. includesFederalDistrict
    Indicates that one administrative or geographic entity contains or encompasses a federal district within its boundaries.
  • D. federalDistrictSince
    Indicates that an entity has held the status of a federal district starting from a specified point in time.
  • E. federalDistrictNumber
    Indicates the specific numbered federal electoral or administrative district associated with an entity.
  • F. None of above.

Provenance (6 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e798c08190b1f494a2c1445514 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742c999cc8190a14aa0ae6c7a1f54 completed March 28, 2026, 2:54 a.m.
NEDg Description generation batch_69c743dffc188190a59ca6c86483c348 completed March 28, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69c7444e57a881908808a4bd96505048 completed March 28, 2026, 3 a.m.
PD Predicate disambiguation batch_69c6d7b53e9881909ec298daa9f1913b completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:23 p.m.