Triple

T19842240
Position Surface form Disambiguated ID Type / Status
Subject Contra Costa County Fire Protection District E476763 entity
Predicate alsoKnownAs P39 FINISHED
Object Con Fire
Con Fire is the primary fire and emergency services agency serving much of Contra Costa County, California, providing firefighting, rescue, and emergency medical response.
E1398831 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: Con Fire | Statement: [Contra Costa County Fire Protection District, alsoKnownAs, Con Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Con Fire
Context triple: [Contra Costa County Fire Protection District, alsoKnownAs, Con Fire]
  • A. Task Force 64
    Task Force 64 was a U.S. Navy surface combat task force in the Pacific Theater during World War II, noted for its role in night battles such as those off Guadalcanal.
  • B. Termina
    Termina is the eerie parallel world in The Legend of Zelda series where Majora's Mask unfolds, marked by its doomed moon, time-loop mechanic, and darker tone than Hyrule.
  • C. Daikatana
    Daikatana is a 2000 first-person shooter video game, infamous for its troubled development, aggressive marketing, and poor critical reception despite being led by Doom co-creator John Romero.
  • D. Con Game
    Con Game was a broodmare known in Thoroughbred racing as the dam of the successful racehorse Seeking The Gold.
  • E. Switch
    Switch is a time-traveling mutant who plays a pivotal role in the third season of the surreal Marvel-based TV series "Legion."
  • 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: Con Fire
Triple: [Contra Costa County Fire Protection District, alsoKnownAs, Con Fire]
Generated description
Con Fire is the primary fire and emergency services agency serving much of Contra Costa County, California, providing firefighting, rescue, and emergency medical response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Con Fire
Target entity description: Con Fire is the primary fire and emergency services agency serving much of Contra Costa County, California, providing firefighting, rescue, and emergency medical response.
  • A. Task Force 64
    Task Force 64 was a U.S. Navy surface combat task force in the Pacific Theater during World War II, noted for its role in night battles such as those off Guadalcanal.
  • B. Termina
    Termina is the eerie parallel world in The Legend of Zelda series where Majora's Mask unfolds, marked by its doomed moon, time-loop mechanic, and darker tone than Hyrule.
  • C. Daikatana
    Daikatana is a 2000 first-person shooter video game, infamous for its troubled development, aggressive marketing, and poor critical reception despite being led by Doom co-creator John Romero.
  • D. Con Game
    Con Game was a broodmare known in Thoroughbred racing as the dam of the successful racehorse Seeking The Gold.
  • E. Switch
    Switch is a time-traveling mutant who plays a pivotal role in the third season of the surreal Marvel-based TV series "Legion."
  • 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_69d8e51d39d081909bcfafeaaf3d2fcc completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65806375c8190a4f45f14aeb06515 completed April 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d438c0208190a6d5b6781b99d37e completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d8082bfc81909db58a0477c4d55f completed May 16, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_6a07d8744bdc8190adfcc428ff55e790 completed May 16, 2026, 2:37 a.m.
Created at: April 10, 2026, 1:51 p.m.