Triple

T12528318
Position Surface form Disambiguated ID Type / Status
Subject Work Opportunity Tax Credit program (policy and guidance) E299494 entity
Predicate certificationAgency P13210 FINISHED
Object State Workforce Agency
A State Workforce Agency is a state-level government body responsible for administering employment services, job training, and labor market programs, including certifying eligibility for incentives like the Work Opportunity Tax Credit.
E986170 NE FINISHED

How this triple was built (5 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: State Workforce Agency | Statement: [Work Opportunity Tax Credit program (policy and guidance), certificationAgency, State Workforce Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Workforce Agency
Context triple: [Work Opportunity Tax Credit program (policy and guidance), certificationAgency, State Workforce Agency]
  • A. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • B. Executive Office of Labor and Workforce Development
    The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
  • C. Office of Economic and Workforce Development
    The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
  • D. Labor Bureau
    The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
  • E. Ministry of Labor
    The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
  • 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: State Workforce Agency
Triple: [Work Opportunity Tax Credit program (policy and guidance), certificationAgency, State Workforce Agency]
Generated description
A State Workforce Agency is a state-level government body responsible for administering employment services, job training, and labor market programs, including certifying eligibility for incentives like the Work Opportunity Tax Credit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Workforce Agency
Target entity description: A State Workforce Agency is a state-level government body responsible for administering employment services, job training, and labor market programs, including certifying eligibility for incentives like the Work Opportunity Tax Credit.
  • A. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • B. Executive Office of Labor and Workforce Development
    The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
  • C. Office of Economic and Workforce Development
    The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
  • D. Labor Bureau
    The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
  • E. Ministry of Labor
    The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: certificationAgency
Context triple: [Work Opportunity Tax Credit program (policy and guidance), certificationAgency, State Workforce Agency]
  • A. issuingAuthorityText
    Indicates the textual name or description of the authority responsible for issuing a document, credential, or official item.
  • B. certificationBy chosen
    Indicates that one entity formally attests to, approves, or validates the qualifications, standards, or authenticity of another entity.
  • C. typeOfCertification
    Indicates the specific kind or category of certification associated with an entity.
  • D. canCertify
    Indicates that one entity has the authority or capability to officially certify another entity or its attributes.
  • E. calibrationAuthority
    Indicates that one entity serves as the official source or authority responsible for defining, validating, or approving the calibration of another entity.
  • F. None of above.

Provenance (6 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95f5507b481908d13cc317b7402f6 completed April 10, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7c5d04819094fcbee0a4b5cbb4 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
PD Predicate disambiguation batch_69d9540d7b788190a0d57b098e90e491 completed April 10, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:57 p.m.