Triple

T19639616
Position Surface form Disambiguated ID Type / Status
Subject Government of Delaware E471494 entity
Predicate hasOffice P1268 FINISHED
Object Delaware Department of Labor
The Delaware Department of Labor is the state agency responsible for administering labor laws, workforce development, unemployment insurance, and employment services in Delaware.
E1387562 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: Delaware Department of Labor | Statement: [Government of Delaware, hasOffice, Delaware Department of Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Delaware Department of Labor
Context triple: [Government of Delaware, hasOffice, Delaware Department of Labor]
  • A. Delaware Department of Natural Resources and Environmental Control
    The Delaware Department of Natural Resources and Environmental Control is the state agency responsible for protecting Delaware’s natural resources and environment through regulation, conservation, and environmental management programs.
  • B. Office of the Attorney General of Delaware
    The Office of the Attorney General of Delaware is the state's chief legal agency, responsible for enforcing state law, prosecuting crimes, and providing legal counsel to the Delaware government.
  • C. Delaware Department of Elections
    The Delaware Department of Elections is the state agency responsible for administering and overseeing elections and voter services throughout Delaware.
  • D. Pennsylvania Department of Labor and Industry
    The Pennsylvania Department of Labor and Industry is a state government agency responsible for overseeing workforce development, unemployment compensation, labor law enforcement, and workplace safety across Pennsylvania.
  • E. Rhode Island Department of Labor and Training
    The Rhode Island Department of Labor and Training is a state agency responsible for workforce development, unemployment insurance, labor standards enforcement, and employment services in Rhode Island.
  • 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: Delaware Department of Labor
Triple: [Government of Delaware, hasOffice, Delaware Department of Labor]
Generated description
The Delaware Department of Labor is the state agency responsible for administering labor laws, workforce development, unemployment insurance, and employment services in Delaware.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Delaware Department of Labor
Target entity description: The Delaware Department of Labor is the state agency responsible for administering labor laws, workforce development, unemployment insurance, and employment services in Delaware.
  • A. Delaware Department of Natural Resources and Environmental Control
    The Delaware Department of Natural Resources and Environmental Control is the state agency responsible for protecting Delaware’s natural resources and environment through regulation, conservation, and environmental management programs.
  • B. Office of the Attorney General of Delaware
    The Office of the Attorney General of Delaware is the state's chief legal agency, responsible for enforcing state law, prosecuting crimes, and providing legal counsel to the Delaware government.
  • C. Delaware Department of Elections
    The Delaware Department of Elections is the state agency responsible for administering and overseeing elections and voter services throughout Delaware.
  • D. Pennsylvania Department of Labor and Industry
    The Pennsylvania Department of Labor and Industry is a state government agency responsible for overseeing workforce development, unemployment compensation, labor law enforcement, and workplace safety across Pennsylvania.
  • E. Rhode Island Department of Labor and Training
    The Rhode Island Department of Labor and Training is a state agency responsible for workforce development, unemployment insurance, labor standards enforcement, and employment services in Rhode Island.
  • 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_69d8e511f28481909f4bc3ea9191e54a completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e641215df48190926b38e6502bb83e completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077ee4e2e08190a3f9faa22402817f completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a077f74e4fc81909fd1c65af64ba68f completed May 15, 2026, 8:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0780e305f08190805e21212dec0b39 completed May 15, 2026, 8:24 p.m.
Created at: April 10, 2026, 1:44 p.m.