Triple

T2070764
Position Surface form Disambiguated ID Type / Status
Subject Yuma County, Arizona E44809 entity
Predicate isInCongressionalDistrict P3909 FINISHED
Object 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.
E233168 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 7th congressional district | Statement: [Yuma County, Arizona, isInCongressionalDistrict, Arizona's 7th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arizona's 7th congressional district
Context triple: [Yuma County, Arizona, isInCongressionalDistrict, Arizona's 7th congressional district]
  • A. 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.
  • B. 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.
  • C. Nevada's 2nd congressional district
    Nevada's 2nd congressional district is a large, mostly rural U.S. House district covering northern Nevada, including Reno and much of the state's high desert region.
  • D. Arizona Senate
    The Arizona Senate is the upper chamber of the Arizona State Legislature, responsible for crafting state laws, confirming certain gubernatorial appointments, and representing Arizona’s legislative districts at the state level.
  • E. Nevada's 4th congressional district
    Nevada's 4th congressional district is a U.S. House district covering a large, mostly rural and exurban area of central and southern Nevada, including parts of the Las Vegas metropolitan region.
  • 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 7th congressional district
Triple: [Yuma County, Arizona, isInCongressionalDistrict, Arizona's 7th congressional district]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arizona's 7th congressional district
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Nevada's 2nd congressional district
    Nevada's 2nd congressional district is a large, mostly rural U.S. House district covering northern Nevada, including Reno and much of the state's high desert region.
  • D. Arizona Senate
    The Arizona Senate is the upper chamber of the Arizona State Legislature, responsible for crafting state laws, confirming certain gubernatorial appointments, and representing Arizona’s legislative districts at the state level.
  • E. Nevada's 4th congressional district
    Nevada's 4th congressional district is a U.S. House district covering a large, mostly rural and exurban area of central and southern Nevada, including parts of the Las Vegas metropolitan region.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f677108190aea3c8db7850c892 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae30547b288190ab9466686f749768 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f6b7c4819080cb7cb7adc1f6d3 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae31849d7c8190a4e3c90334bf21a5 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:41 p.m.