Triple

T5104965
Position Surface form Disambiguated ID Type / Status
Subject Cochise County, Arizona E115068 entity
Predicate federalDistrict P3909 FINISHED
Object Arizona's 6th congressional district (post-2020 redistricting)
Arizona's 6th congressional district (post-2020 redistricting) is a U.S. House district in southeastern Arizona that includes Cochise County and surrounding areas reshaped by the 2020 census-driven redistricting.
E494217 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: Arizona's 6th congressional district (post-2020 redistricting) | Statement: [Cochise County, Arizona, federalDistrict, Arizona's 6th congressional district (post-2020 redistricting)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arizona's 6th congressional district (post-2020 redistricting)
Context triple: [Cochise County, Arizona, federalDistrict, Arizona's 6th congressional district (post-2020 redistricting)]
  • A. Arizona's 7th congressional district
    Arizona's 7th congressional district is a predominantly urban, heavily Latino U.S. House district in southwestern Arizona that includes much of Phoenix and surrounding areas and is known as one of the most Democratic-leaning districts in the state.
  • B. Arizona's 1st congressional district
    Arizona's 1st congressional district is a U.S. House of Representatives district in Arizona that has historically encompassed a large, often rural and geographically expansive portion of the state.
  • C. Arizona's 4th congressional district
    Arizona's 4th congressional district is a large, predominantly rural and conservative U.S. House district in western Arizona that includes communities such as Yuma and spans desert and agricultural regions along the Colorado River.
  • D. District of Arizona
    The District of Arizona is a federal judicial district court of the United States that serves the state of Arizona and falls under the appellate jurisdiction of the Ninth Circuit Court of Appeals.
  • E. New Mexico's 2nd congressional district
    New Mexico's 2nd congressional district is a large, predominantly rural U.S. House district in southern New Mexico that includes cities such as Las Cruces and much of the state's border region with Mexico.
  • 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: Arizona's 6th congressional district (post-2020 redistricting)
Triple: [Cochise County, Arizona, federalDistrict, Arizona's 6th congressional district (post-2020 redistricting)]
Generated description
Arizona's 6th congressional district (post-2020 redistricting) is a U.S. House district in southeastern Arizona that includes Cochise County and surrounding areas reshaped by the 2020 census-driven redistricting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arizona's 6th congressional district (post-2020 redistricting)
Target entity description: Arizona's 6th congressional district (post-2020 redistricting) is a U.S. House district in southeastern Arizona that includes Cochise County and surrounding areas reshaped by the 2020 census-driven redistricting.
  • A. Arizona's 7th congressional district
    Arizona's 7th congressional district is a predominantly urban, heavily Latino U.S. House district in southwestern Arizona that includes much of Phoenix and surrounding areas and is known as one of the most Democratic-leaning districts in the state.
  • B. Arizona's 1st congressional district
    Arizona's 1st congressional district is a U.S. House of Representatives district in Arizona that has historically encompassed a large, often rural and geographically expansive portion of the state.
  • C. Arizona's 4th congressional district
    Arizona's 4th congressional district is a large, predominantly rural and conservative U.S. House district in western Arizona that includes communities such as Yuma and spans desert and agricultural regions along the Colorado River.
  • D. District of Arizona
    The District of Arizona is a federal judicial district court of the United States that serves the state of Arizona and falls under the appellate jurisdiction of the Ninth Circuit Court of Appeals.
  • E. New Mexico's 2nd congressional district
    New Mexico's 2nd congressional district is a large, predominantly rural U.S. House district in southern New Mexico that includes cities such as Las Cruces and much of the state's border region with Mexico.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7589e40c8190a46e4a1b7142be14 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba95dbd48190a7d87f3af77424e0 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb5e60e08190b030f5eeaac49ab7 completed March 21, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bebd1f6e348190b61c89706b683ff3 completed March 21, 2026, 3:45 p.m.
Created at: March 20, 2026, 1:41 p.m.