Triple
T1429864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Department of Finance |
E30417
|
entity |
| Predicate | hasOrganizationalUnit |
P254
|
FINISHED |
| Object |
Demographic Research Unit of the California Department of Finance
The Demographic Research Unit of the California Department of Finance is the state’s primary source for official population estimates and projections used for budgeting, planning, and policy analysis.
|
E163333
|
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: Demographic Research Unit of the California Department of Finance | Statement: [California Department of Finance, hasOrganizationalUnit, Demographic Research Unit of the California Department of Finance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demographic Research Unit of the California Department of Finance Context triple: [California Department of Finance, hasOrganizationalUnit, Demographic Research Unit of the California Department of Finance]
-
A.
Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
-
B.
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.
-
C.
Department of Statistics (UC Berkeley)
The Department of Statistics at UC Berkeley is a leading academic department renowned for its pioneering research and education in statistics, probability, and data science.
-
D.
California Department of Public Health
The California Department of Public Health is the state agency responsible for protecting and improving the health of Californians through disease prevention, health promotion, and regulation of public health standards.
-
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: Demographic Research Unit of the California Department of Finance Triple: [California Department of Finance, hasOrganizationalUnit, Demographic Research Unit of the California Department of Finance]
Generated description
The Demographic Research Unit of the California Department of Finance is the state’s primary source for official population estimates and projections used for budgeting, planning, and policy analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Demographic Research Unit of the California Department of Finance Target entity description: The Demographic Research Unit of the California Department of Finance is the state’s primary source for official population estimates and projections used for budgeting, planning, and policy analysis.
-
A.
Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
-
B.
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.
-
C.
Department of Statistics (UC Berkeley)
The Department of Statistics at UC Berkeley is a leading academic department renowned for its pioneering research and education in statistics, probability, and data science.
-
D.
California Department of Public Health
The California Department of Public Health is the state agency responsible for protecting and improving the health of Californians through disease prevention, health promotion, and regulation of public health standards.
-
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
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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4db2d7481908d241593d0e17d83 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad016930ec8190ab3900d6f40c4aa0 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad01d1c01c81908917c4837ed2b393 |
completed | March 8, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0265f610819085a2dd293abd4812 |
completed | March 8, 2026, 5 a.m. |
Created at: March 1, 2026, 8 p.m.