Triple
T8356367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Angeles County government |
E196689
|
entity |
| Predicate | childServicesAgency |
P21140
|
FINISHED |
| Object | Los Angeles County Department of Children and Family Services |
E589667
|
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 Children and Family Services | Statement: [Los Angeles County government, childServicesAgency, Los Angeles County Department of Children and Family Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Angeles County Department of Children and Family Services Context triple: [Los Angeles County government, childServicesAgency, Los Angeles County Department of Children and Family Services]
-
A.
Los Angeles County Department of Children and Family Services
chosen
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.
-
B.
Los Angeles County Department of Public Social Services
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.
-
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 Child Support Services
The California Department of Child Support Services is the state agency responsible for establishing, enforcing, and managing child support orders and payments to ensure the financial well-being of children in California.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: childServicesAgency Context triple: [Los Angeles County government, childServicesAgency, Los Angeles County Department of Children and Family Services]
-
A.
childAgency
chosen
Indicates a relationship where an organization or unit operates under the authority, oversight, or control of a larger parent agency.
-
B.
fosterChild
Indicates a relationship where one person is the child being cared for and raised by foster parents who are not their biological or legal parents.
-
C.
childStatus
Indicates the current condition, role, or state of a child entity in relation to its parent or context.
-
D.
childSystem
Indicates that one system is hierarchically subordinate to and contained within another system as its child.
-
E.
childrenFounded
Indicates that the subject’s children established, created, or founded the object entity (such as an organization, institution, or project).
- F. None of above.
Provenance (4 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_69cde7bd74fc8190abdb2813d51d79f8 |
completed | April 2, 2026, 3:51 a.m. |
| PD | Predicate disambiguation | batch_69cb70ca25548190b0f90c5384e3fb3c |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 5:59 p.m.