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.