Triple
T1404314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State Agencies |
E31654
|
entity |
| Predicate | include |
P1393
|
FINISHED |
| Object |
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.
|
E164035
|
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 Department of Developmental Services | Statement: [California State Agencies, include, California Department of Developmental Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Department of Developmental Services Context triple: [California State Agencies, include, California Department of Developmental Services]
-
A.
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.
-
B.
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.
-
C.
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.
-
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 Housing and Community Development
The California Department of Housing and Community Development is a state agency responsible for promoting affordable housing, overseeing housing policy, and supporting community development initiatives across California.
- 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 Department of Developmental Services Triple: [California State Agencies, include, California Department of Developmental Services]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California Department of Developmental Services Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
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 Housing and Community Development
The California Department of Housing and Community Development is a state agency responsible for promoting affordable housing, overseeing housing policy, and supporting community development initiatives across California.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3bb3a9c81909db2ad91defd87b6 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015839908190b7f9f6c79dcc0367 |
completed | March 8, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69ad029ff1848190a4c25325a68bd8b9 |
completed | March 8, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad030a31688190a5d5ef4a7f975e2e |
completed | March 8, 2026, 5:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.