Triple

T23218122
Position Surface form Disambiguated ID Type / Status
Subject Pahoa E580805 entity
Predicate hasPublicService P6352 FINISHED
Object Pahoa Fire Station
Pahoa Fire Station is a local emergency response facility in Pahoa, Hawaii, providing fire protection and related public safety services to the surrounding community.
 E1573229 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: Pahoa Fire Station | Statement: [Pahoa, hasPublicService, Pahoa Fire Station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pahoa Fire Station
Context triple: [Pahoa, hasPublicService, Pahoa Fire Station]
  • A. Makiki Fire Station
    Makiki Fire Station is a neighborhood fire station in Honolulu, Hawaii, providing emergency response and fire protection services to the Makiki area.
  • B. Landers Fire Station
    Landers Fire Station is a local fire protection and emergency response facility serving the community of Landers in San Bernardino County, California.
  • C. Kirk Michael Fire Station
    Kirk Michael Fire Station is a local fire and rescue facility serving the village of Kirk Michael and surrounding areas on the Isle of Man.
  • D. Douglas Fire Station
    Douglas Fire Station is a key operational fire and rescue facility serving the town of Douglas and surrounding areas on the Isle of Man.
  • E. Injune Fire Station
    Injune Fire Station is a local emergency services facility providing firefighting and community safety support to the town of Injune and its surrounding rural area in Queensland, Australia.
  • 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: Pahoa Fire Station
Triple: [Pahoa, hasPublicService, Pahoa Fire Station]
Generated description
Pahoa Fire Station is a local emergency response facility in Pahoa, Hawaii, providing fire protection and related public safety services to the surrounding community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pahoa Fire Station
Target entity description: Pahoa Fire Station is a local emergency response facility in Pahoa, Hawaii, providing fire protection and related public safety services to the surrounding community.
  • A. Makiki Fire Station
    Makiki Fire Station is a neighborhood fire station in Honolulu, Hawaii, providing emergency response and fire protection services to the Makiki area.
  • B. Landers Fire Station
    Landers Fire Station is a local fire protection and emergency response facility serving the community of Landers in San Bernardino County, California.
  • C. Kirk Michael Fire Station
    Kirk Michael Fire Station is a local fire and rescue facility serving the village of Kirk Michael and surrounding areas on the Isle of Man.
  • D. Douglas Fire Station
    Douglas Fire Station is a key operational fire and rescue facility serving the town of Douglas and surrounding areas on the Isle of Man.
  • E. Injune Fire Station
    Injune Fire Station is a local emergency services facility providing firefighting and community safety support to the town of Injune and its surrounding rural area in Queensland, Australia.
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1916653f08190a7dcbc659c6b6a25 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30ca89508190847874ab3bc1e01f completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c31f385a881908283a8b079c4128a completed May 19, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c32ece3148190a22881d69c42e948 completed May 19, 2026, 9:52 a.m.
Created at: April 17, 2026, 4:08 p.m.