Triple
T5256602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Department of Social Services |
E118715
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
California Work Opportunity and Responsibility to Kids program
The California Work Opportunity and Responsibility to Kids (CalWORKs) program is the state’s main public assistance initiative providing cash aid, employment services, and support to low-income families with children.
|
E118715
|
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: California Work Opportunity and Responsibility to Kids program | Statement: [California Department of Social Services, administers, California Work Opportunity and Responsibility to Kids program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Work Opportunity and Responsibility to Kids program Context triple: [California Department of Social Services, administers, California Work Opportunity and Responsibility to Kids program]
-
A.
California for All Kids
California for All Kids is a statewide initiative led by the Office of the First Partner of California focused on supporting the health, education, and overall well-being of children and families across the state.
-
B.
California Labor and Workforce Development Agency
The California Labor and Workforce Development Agency is a state government entity responsible for overseeing labor laws, workplace standards, and employment and workforce development programs in California.
-
C.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
D.
California Department of Rehabilitation
The California Department of Rehabilitation is a state agency that provides vocational rehabilitation and independent living services to help individuals with disabilities prepare for, obtain, and retain employment and live more independently.
-
E.
California Department of Social Services
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
- 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: California Work Opportunity and Responsibility to Kids program Triple: [California Department of Social Services, administers, California Work Opportunity and Responsibility to Kids program]
Generated description
The California Work Opportunity and Responsibility to Kids (CalWORKs) program is the state’s main public assistance initiative providing cash aid, employment services, and support to low-income families with children.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California Work Opportunity and Responsibility to Kids program Target entity description: The California Work Opportunity and Responsibility to Kids (CalWORKs) program is the state’s main public assistance initiative providing cash aid, employment services, and support to low-income families with children.
-
A.
California for All Kids
California for All Kids is a statewide initiative led by the Office of the First Partner of California focused on supporting the health, education, and overall well-being of children and families across the state.
-
B.
California Labor and Workforce Development Agency
The California Labor and Workforce Development Agency is a state government entity responsible for overseeing labor laws, workplace standards, and employment and workforce development programs in California.
-
C.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
D.
California Department of Rehabilitation
The California Department of Rehabilitation is a state agency that provides vocational rehabilitation and independent living services to help individuals with disabilities prepare for, obtain, and retain employment and live more independently.
-
E.
California Department of Social Services
chosen
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
- 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_69bd446978108190bb5f9c5c23d93f88 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7ba4ecd88190800b5e4eea3abed5 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe7ded18819094f86cfff458953c |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69beff0dda548190831d34282afa9b8e |
completed | March 21, 2026, 8:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beff6890f4819088cb053bcdb4f8a1 |
completed | March 21, 2026, 8:28 p.m. |
Created at: March 20, 2026, 1:50 p.m.