Triple
T7033952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demographic Research Unit of the California Department of Finance |
E163333
|
entity |
| Predicate | dataUsersInclude |
P7412
|
FINISHED |
| Object | California state agencies |
E31654
|
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: California state agencies | Statement: [Demographic Research Unit of the California Department of Finance, dataUsersInclude, California state agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California state agencies Context triple: [Demographic Research Unit of the California Department of Finance, dataUsersInclude, California state agencies]
-
A.
California State Agencies
chosen
California State Agencies are the various executive departments and offices that administer and enforce state laws, programs, and public services throughout California.
-
B.
Government of California
The Government of California is the state’s governing authority, comprising executive, legislative, and judicial branches that administer laws and public policy for the state of California.
-
C.
California Government Operations Agency
The California Government Operations Agency is a state-level cabinet agency responsible for overseeing and improving the efficiency, accountability, and management of California’s government operations and services.
-
D.
California Department of Finance
The California Department of Finance is a state agency responsible for preparing the governor’s budget, analyzing fiscal policy, and overseeing the financial management of California’s government.
-
E.
California Department of Public Works
The California Department of Public Works was a former state agency responsible for planning, constructing, and maintaining major public infrastructure projects in California, including highways and bridges.
- 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: dataUsersInclude Context triple: [Demographic Research Unit of the California Department of Finance, dataUsersInclude, California state agencies]
-
A.
dataUsers
chosen
Indicates a relationship where certain entities use, access, or consume specific data.
-
B.
userBase
Indicates that one entity serves as the primary or foundational group of users associated with another entity.
-
C.
includedWith
Indicates that one entity is provided or packaged together as part of another entity.
-
D.
servesUsersFrom
Indicates that an entity provides services or resources to users originating from or associated with a specified source or location.
-
E.
alliedUsers
Indicates that two users are in an alliance or cooperative relationship with each other.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e458ad9c81908c3f492b317ce291 |
completed | March 27, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7759c8e408190a7d457e77a44ee26 |
completed | March 28, 2026, 6:30 a.m. |
| PD | Predicate disambiguation | batch_69c6e1b9a2488190aea351d96afa5a12 |
completed | March 27, 2026, 7:59 p.m. |
Created at: March 27, 2026, 2:36 p.m.