Triple
T4247757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Placer County Health and Human Services Department |
E95568
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | California Department of Social Services |
E118715
|
NE FINISHED |
How this triple was built (2 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 Department of Social Services | Statement: [Placer County Health and Human Services Department, collaboratesWith, California Department of Social Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Department of Social Services Context triple: [Placer County Health and Human Services Department, collaboratesWith, California Department of Social Services]
-
A.
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.
-
B.
California Department of Developmental Services
The California Department of Developmental Services is a state agency that oversees services and supports for individuals with developmental disabilities and their families throughout California.
-
C.
California Health and Human Services Agency
The California Health and Human Services Agency is a state-level umbrella organization that oversees California’s major health care, social services, and public health departments and programs.
-
D.
San Francisco Human Services Agency
The San Francisco Human Services Agency is the city and county’s primary public agency responsible for delivering social services and safety net programs to low-income, vulnerable, and at-risk residents.
-
E.
California Department of Aging
The California Department of Aging is a state agency that oversees programs and services supporting the health, independence, and well-being of older adults, adults with disabilities, and their caregivers throughout California.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e9cb71481909b4baa370193148f |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a87c033881908e0cf9fdfecaf36a |
completed | March 14, 2026, 6:27 p.m. |
Created at: March 12, 2026, 11:06 p.m.