Triple

T5937422
Position Surface form Disambiguated ID Type / Status
Subject Coachella E132076 entity
Predicate isInCongressionalDistrict P3909 FINISHED
Object California's 25th congressional district
California's 25th congressional district is a U.S. House district in Southern California that includes parts of the Inland Empire and desert communities such as Coachella.
 E557189 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: California's 25th congressional district | Statement: [Coachella, isInCongressionalDistrict, California's 25th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: California's 25th congressional district
Context triple: [Coachella, isInCongressionalDistrict, California's 25th congressional district]
  • A. California's 20th congressional district
    California's 20th congressional district is a U.S. House district in California’s Central Valley that has been a Republican stronghold and is known for being represented by former House Speaker Kevin McCarthy.
  • B. California's 23rd congressional district
    California's 23rd congressional district is a U.S. House district in California’s southern Central Valley and High Desert region, long considered a Republican stronghold.
  • C. California's 15th congressional district
    California's 15th congressional district is a U.S. House district in California’s San Francisco Bay Area that has historically been a Democratic-leaning, urban-suburban seat.
  • D. California's 28th congressional district
    California's 28th congressional district is a U.S. House district in Southern California that includes parts of Los Angeles and surrounding communities such as Altadena.
  • E. California's 22nd congressional district
    California's 22nd congressional district is a U.S. House of Representatives district in California’s Central Valley that has been a Republican-leaning seat and a focal point in national politics.
  • 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: California's 25th congressional district
Triple: [Coachella, isInCongressionalDistrict, California's 25th congressional district]
Generated description
California's 25th congressional district is a U.S. House district in Southern California that includes parts of the Inland Empire and desert communities such as Coachella.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: California's 25th congressional district
Target entity description: California's 25th congressional district is a U.S. House district in Southern California that includes parts of the Inland Empire and desert communities such as Coachella.
  • A. California's 20th congressional district
    California's 20th congressional district is a U.S. House district in California’s Central Valley that has been a Republican stronghold and is known for being represented by former House Speaker Kevin McCarthy.
  • B. California's 23rd congressional district
    California's 23rd congressional district is a U.S. House district in California’s southern Central Valley and High Desert region, long considered a Republican stronghold.
  • C. California's 15th congressional district
    California's 15th congressional district is a U.S. House district in California’s San Francisco Bay Area that has historically been a Democratic-leaning, urban-suburban seat.
  • D. California's 28th congressional district
    California's 28th congressional district is a U.S. House district in Southern California that includes parts of Los Angeles and surrounding communities such as Altadena.
  • E. California's 22nd congressional district
    California's 22nd congressional district is a U.S. House of Representatives district in California’s Central Valley that has been a Republican-leaning seat and a focal point in national politics.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c06f979881908d7e98ee674f1ff2 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c329b1108190ac4fe897e2be9946 completed March 23, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0c3a81a608190a39283b4df0ab4b9 completed March 23, 2026, 4:38 a.m.
Created at: March 22, 2026, 4:01 p.m.