Triple

T20141999
Position Surface form Disambiguated ID Type / Status
Subject Bethany Village E491191 entity
Predicate planningAuthority P11585 FINISHED
Object San Joaquin County Community Development Department
The San Joaquin County Community Development Department is a local government agency responsible for land use planning, permitting, and development regulation within San Joaquin County, California.
E1413646 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: San Joaquin County Community Development Department | Statement: [Bethany Village, planningAuthority, San Joaquin County Community Development Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Joaquin County Community Development Department
Context triple: [Bethany Village, planningAuthority, San Joaquin County Community Development Department]
  • A. San Joaquin Council of Governments
    San Joaquin Council of Governments is a regional planning agency that coordinates transportation, land use, and related infrastructure planning for the San Joaquin County area in Northern California.
  • B. San Joaquin County Board of Supervisors
    The San Joaquin County Board of Supervisors is the elected legislative and executive body that sets policy, enacts ordinances, and oversees the administration and budget of San Joaquin County, California.
  • C. Merced County Association of Governments
    Merced County Association of Governments is a regional planning and transportation agency that coordinates transit services and other intergovernmental programs across Merced County, California.
  • D. San Joaquin County Probation Department
    The San Joaquin County Probation Department is a local justice agency responsible for supervising offenders in the community, preparing court reports, and providing rehabilitation and support services within San Joaquin County, California.
  • E. San Joaquin Joint Powers Authority
    The San Joaquin Joint Powers Authority is a regional governing body in California responsible for overseeing and managing the state-supported Amtrak San Joaquins passenger rail service.
  • 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: San Joaquin County Community Development Department
Triple: [Bethany Village, planningAuthority, San Joaquin County Community Development Department]
Generated description
The San Joaquin County Community Development Department is a local government agency responsible for land use planning, permitting, and development regulation within San Joaquin County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Joaquin County Community Development Department
Target entity description: The San Joaquin County Community Development Department is a local government agency responsible for land use planning, permitting, and development regulation within San Joaquin County, California.
  • A. San Joaquin Council of Governments
    San Joaquin Council of Governments is a regional planning agency that coordinates transportation, land use, and related infrastructure planning for the San Joaquin County area in Northern California.
  • B. San Joaquin County Board of Supervisors
    The San Joaquin County Board of Supervisors is the elected legislative and executive body that sets policy, enacts ordinances, and oversees the administration and budget of San Joaquin County, California.
  • C. Merced County Association of Governments
    Merced County Association of Governments is a regional planning and transportation agency that coordinates transit services and other intergovernmental programs across Merced County, California.
  • D. San Joaquin County Probation Department
    The San Joaquin County Probation Department is a local justice agency responsible for supervising offenders in the community, preparing court reports, and providing rehabilitation and support services within San Joaquin County, California.
  • E. San Joaquin Joint Powers Authority
    The San Joaquin Joint Powers Authority is a regional governing body in California responsible for overseeing and managing the state-supported Amtrak San Joaquins passenger rail service.
  • 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_69da6265f8f0819080b29c752a574088 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6679bcf2c8190ac6e969178d8acde completed April 20, 2026, 5:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082de69fc08190bfef348685007aad completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082fa951a88190b5c3cac2280d43b7 completed May 16, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_6a08305a986481909e78c28b1c919c9f completed May 16, 2026, 8:52 a.m.
Created at: April 11, 2026, 11:33 p.m.