Triple

T12528321
Position Surface form Disambiguated ID Type / Status
Subject Work Opportunity Tax Credit program (policy and guidance) E299494 entity
Predicate formUsed P23250 FINISHED
Object U.S. Department of Labor ETA Form 9061
U.S. Department of Labor ETA Form 9061 is an individual characteristics form employers use to document and request certification of a new hire’s eligibility for the federal Work Opportunity Tax Credit.
E986330 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: U.S. Department of Labor ETA Form 9061 | Statement: [Work Opportunity Tax Credit program (policy and guidance), formUsed, U.S. Department of Labor ETA Form 9061]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Department of Labor ETA Form 9061
Context triple: [Work Opportunity Tax Credit program (policy and guidance), formUsed, U.S. Department of Labor ETA Form 9061]
  • A. Office of the Solicitor of the U.S. Department of Labor
    The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
  • B. Form I-918, Petition for U Nonimmigrant Status
    Form I-918, Petition for U Nonimmigrant Status, is the application used by certain noncitizen victims of qualifying crimes to request U nonimmigrant (U visa) status from U.S. Citizenship and Immigration Services.
  • C. United States Department of Labor
    The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
  • D. Office of the Chief Financial Officer of the Department of Labor
    The Office of the Chief Financial Officer of the Department of Labor is the agency component responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
  • E. Office of Inspector General of the U.S. Department of Labor
    The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs and operations.
  • 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: U.S. Department of Labor ETA Form 9061
Triple: [Work Opportunity Tax Credit program (policy and guidance), formUsed, U.S. Department of Labor ETA Form 9061]
Generated description
U.S. Department of Labor ETA Form 9061 is an individual characteristics form employers use to document and request certification of a new hire’s eligibility for the federal Work Opportunity Tax Credit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Department of Labor ETA Form 9061
Target entity description: U.S. Department of Labor ETA Form 9061 is an individual characteristics form employers use to document and request certification of a new hire’s eligibility for the federal Work Opportunity Tax Credit.
  • A. Office of the Solicitor of the U.S. Department of Labor
    The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
  • B. Form I-918, Petition for U Nonimmigrant Status
    Form I-918, Petition for U Nonimmigrant Status, is the application used by certain noncitizen victims of qualifying crimes to request U nonimmigrant (U visa) status from U.S. Citizenship and Immigration Services.
  • C. United States Department of Labor
    The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
  • D. Office of the Chief Financial Officer of the Department of Labor
    The Office of the Chief Financial Officer of the Department of Labor is the agency component responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
  • E. Office of Inspector General of the U.S. Department of Labor
    The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs and operations.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d960c2e5b88190a7cc16002b218d8a completed April 10, 2026, 8:42 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_69f64d668e548190979b3da72fe21ae7 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.