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.