Triple

T5170411

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fresno County Board of Supervisors	`E116662`	entity
Predicate	oversees	`P46`	FINISHED
Object	Fresno County Department of Social Services The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.	`E499802`	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: Fresno County Department of Social Services | Statement: [Fresno County Board of Supervisors, oversees, Fresno County Department of Social Services]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Fresno County Department of Social Services
Context triple: [Fresno County Board of Supervisors, oversees, Fresno County Department of Social Services]

A. 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.
B. Fresno County Board of Supervisors
The Fresno County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Fresno County, California.
C. San Francisco Human Services Agency
The San Francisco Human Services Agency is the city and county’s primary public agency responsible for delivering social services and safety net programs to low-income, vulnerable, and at-risk residents.
D. Placer County Health and Human Services Department
Placer County Health and Human Services Department is the county agency responsible for delivering public health, social services, and related support programs to residents of Placer County, California.
E. Superior Court of California, County of Fresno
The Superior Court of California, County of Fresno is the trial court of general jurisdiction serving Fresno County, handling civil, criminal, family, probate, and other state law matters.
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: Fresno County Department of Social Services
Triple: [Fresno County Board of Supervisors, oversees, Fresno County Department of Social Services]

Generated description

The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Fresno County Department of Social Services
Target entity description: The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.

A. 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.
B. Fresno County Board of Supervisors
The Fresno County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Fresno County, California.
C. San Francisco Human Services Agency
The San Francisco Human Services Agency is the city and county’s primary public agency responsible for delivering social services and safety net programs to low-income, vulnerable, and at-risk residents.
D. Placer County Health and Human Services Department
Placer County Health and Human Services Department is the county agency responsible for delivering public health, social services, and related support programs to residents of Placer County, California.
E. Superior Court of California, County of Fresno
The Superior Court of California, County of Fresno is the trial court of general jurisdiction serving Fresno County, handling civil, criminal, family, probate, and other state law matters.
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_69bd445ff97c81909a2615cc56235470`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd794f44248190a3a90c92208104a7`	completed	March 20, 2026, 4:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bed9439ec881909021973aa5395e4f`	completed	March 21, 2026, 5:45 p.m.
NEDg	Description generation	`batch_69beda6e82888190b54b814a16582e48`	completed	March 21, 2026, 5:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69bedaf860b0819086805fc9630a74d0`	completed	March 21, 2026, 5:52 p.m.

Created at: March 20, 2026, 1:45 p.m.