Triple
T8356365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Angeles County government |
E196689
|
entity |
| Predicate | socialServicesAgency |
P82269
|
FINISHED |
| Object | Los Angeles County Department of Public Social Services |
E588462
|
NE FINISHED |
How this triple was built (3 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: Los Angeles County Department of Public Social Services | Statement: [Los Angeles County government, socialServicesAgency, Los Angeles County Department of Public Social Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Angeles County Department of Public Social Services Context triple: [Los Angeles County government, socialServicesAgency, Los Angeles County Department of Public Social Services]
-
A.
Los Angeles County Department of Public Social Services
chosen
The Los Angeles County Department of Public Social Services is the county agency responsible for administering welfare, food assistance, and other social service programs to low-income and vulnerable residents throughout Los Angeles County.
-
B.
Los Angeles County Department of Children and Family Services
The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
-
C.
Los Angeles County Department of Health Services
The Los Angeles County Department of Health Services is the public health care system for Los Angeles County, operating hospitals and clinics that provide medical services to millions of residents, particularly underserved communities.
-
D.
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.
-
E.
Los Angeles County Department of Public Health
The Los Angeles County Department of Public Health is the county agency responsible for protecting and promoting the health of residents in Los Angeles County through disease prevention, health education, and public health services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: socialServicesAgency Context triple: [Los Angeles County government, socialServicesAgency, Los Angeles County Department of Public Social Services]
-
A.
socialServiceWing
Indicates that an entity functions as or is associated with a division or unit dedicated to providing social services or welfare-related activities.
-
B.
socialMedia
Indicates a relationship where one entity uses, is associated with, or interacts through social networking or content-sharing platforms with another entity.
-
C.
socialCustom
Indicates a culturally shared, customary way of behaving or interacting that is expected or considered appropriate within a particular social group or context.
-
D.
mediaAffiliate
Indicates a relationship where one media entity is affiliated with, partnered to, or formally associated with another media organization or outlet.
-
E.
socialCenter
Indicates that a place functions as a primary gathering point or hub for social interaction and community activities.
- 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_69ca82f08b348190bfb7881944bbff6f |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb804a344c819089c0a13fe66e3088 |
completed | March 31, 2026, 8:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc765e5c4819096b5f9129ee416a0 |
completed | April 2, 2026, 1:33 a.m. |
| PD | Predicate disambiguation | batch_69cb70ca25548190b0f90c5384e3fb3c |
completed | March 31, 2026, 6:59 a.m. |
| PDg | Predicate description generation | batch_69cb76d823b08190a54fadb50660cda5 |
completed | March 31, 2026, 7:25 a.m. |
Created at: March 30, 2026, 5:59 p.m.