Triple

T19038450
Position Surface form Disambiguated ID Type / Status
Subject Government of the City and County of Honolulu E465937 entity
Predicate hasDivision P35 FINISHED
Object Honolulu Department of Human Resources
The Honolulu Department of Human Resources is the municipal agency responsible for managing employment, staffing, and personnel services for the City and County of Honolulu.
E465937 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: Honolulu Department of Human Resources | Statement: [Government of the City and County of Honolulu, hasDivision, Honolulu Department of Human Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Honolulu Department of Human Resources
Context triple: [Government of the City and County of Honolulu, hasDivision, Honolulu Department of Human Resources]
  • A. Hawaii Department of Labor and Industrial Relations
    The Hawaii Department of Labor and Industrial Relations is the state agency responsible for overseeing labor laws, workforce development, unemployment insurance, and workplace safety in Hawaii.
  • B. Hawaii Department of Human Services
    The Hawaii Department of Human Services is the state agency responsible for providing social services and public assistance programs to support the well-being of Hawaii’s residents, particularly vulnerable individuals and families.
  • C. Government of the City and County of Honolulu
    The Government of the City and County of Honolulu is the unified municipal administration that oversees local governance, public services, and policy for the island of Oʻahu, including the city of Honolulu, in the U.S. state of Hawaiʻi.
  • D. Honolulu Department of Planning and Permitting
    The Honolulu Department of Planning and Permitting is a municipal agency responsible for land use planning, zoning, and building permits within the City and County of Honolulu.
  • E. Hawaii Department of Budget and Finance
    The Hawaii Department of Budget and Finance is the state agency responsible for managing Hawaii’s financial resources, including budgeting, fiscal policy, and debt management.
  • 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: Honolulu Department of Human Resources
Triple: [Government of the City and County of Honolulu, hasDivision, Honolulu Department of Human Resources]
Generated description
The Honolulu Department of Human Resources is the municipal agency responsible for managing employment, staffing, and personnel services for the City and County of Honolulu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Honolulu Department of Human Resources
Target entity description: The Honolulu Department of Human Resources is the municipal agency responsible for managing employment, staffing, and personnel services for the City and County of Honolulu.
  • A. Hawaii Department of Labor and Industrial Relations
    The Hawaii Department of Labor and Industrial Relations is the state agency responsible for overseeing labor laws, workforce development, unemployment insurance, and workplace safety in Hawaii.
  • B. Hawaii Department of Human Services
    The Hawaii Department of Human Services is the state agency responsible for providing social services and public assistance programs to support the well-being of Hawaii’s residents, particularly vulnerable individuals and families.
  • C. Government of the City and County of Honolulu chosen
    The Government of the City and County of Honolulu is the unified municipal administration that oversees local governance, public services, and policy for the island of Oʻahu, including the city of Honolulu, in the U.S. state of Hawaiʻi.
  • D. Honolulu Department of Planning and Permitting
    The Honolulu Department of Planning and Permitting is a municipal agency responsible for land use planning, zoning, and building permits within the City and County of Honolulu.
  • E. Hawaii Department of Budget and Finance
    The Hawaii Department of Budget and Finance is the state agency responsible for managing Hawaii’s financial resources, including budgeting, fiscal policy, and debt management.
  • F. None of above.

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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d7fed99c81909495797c604db044 completed April 20, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c549a6208190bb5258e49d868fea completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c79185d88190801c95dc2aa229fd completed May 14, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a05c7e595688190872825ac7165dcc0 completed May 14, 2026, 1:02 p.m.
Created at: April 10, 2026, 12:02 p.m.