Triple

T13386540
Position Surface form Disambiguated ID Type / Status
Subject Imperial County government E319458 entity
Predicate hasSubdivision P747 FINISHED
Object Imperial County Behavioral Health Services
Imperial County Behavioral Health Services is the county-operated agency responsible for providing mental health and substance use treatment programs to residents of Imperial County, California.
E1037160 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: Imperial County Behavioral Health Services | Statement: [Imperial County government, hasSubdivision, Imperial County Behavioral Health Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperial County Behavioral Health Services
Context triple: [Imperial County government, hasSubdivision, Imperial County Behavioral Health Services]
  • A. Imperial County government
    The Imperial County government is the local administrative authority responsible for providing public services, infrastructure, and governance across Imperial County in southeastern California.
  • B. Los Angeles County Department of Mental Health
    The Los Angeles County Department of Mental Health is the public agency responsible for providing and coordinating mental health services for residents throughout Los Angeles County.
  • C. Imperial County Superior Court
    Imperial County Superior Court is the trial-level court of general jurisdiction serving Imperial County, California, handling civil, criminal, family, and other state law matters.
  • D. Los Angeles County Department of Health Services
    The Los Angeles County Department of Health Services is the public health care system for Los Angeles County, operating hospitals and clinics that provide medical services to millions of residents, particularly underserved communities.
  • E. Coalinga State Hospital
    Coalinga State Hospital is a maximum-security psychiatric facility in California primarily housing and treating sexually violent predators and other high-risk forensic patients.
  • 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: Imperial County Behavioral Health Services
Triple: [Imperial County government, hasSubdivision, Imperial County Behavioral Health Services]
Generated description
Imperial County Behavioral Health Services is the county-operated agency responsible for providing mental health and substance use treatment programs to residents of Imperial County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperial County Behavioral Health Services
Target entity description: Imperial County Behavioral Health Services is the county-operated agency responsible for providing mental health and substance use treatment programs to residents of Imperial County, California.
  • A. Imperial County government
    The Imperial County government is the local administrative authority responsible for providing public services, infrastructure, and governance across Imperial County in southeastern California.
  • B. Los Angeles County Department of Mental Health
    The Los Angeles County Department of Mental Health is the public agency responsible for providing and coordinating mental health services for residents throughout Los Angeles County.
  • C. Imperial County Superior Court
    Imperial County Superior Court is the trial-level court of general jurisdiction serving Imperial County, California, handling civil, criminal, family, and other state law matters.
  • D. Los Angeles County Department of Health Services
    The Los Angeles County Department of Health Services is the public health care system for Los Angeles County, operating hospitals and clinics that provide medical services to millions of residents, particularly underserved communities.
  • E. Coalinga State Hospital
    Coalinga State Hospital is a maximum-security psychiatric facility in California primarily housing and treating sexually violent predators and other high-risk forensic patients.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce96d1881909957fdd068a7f55d completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7268f9a908190843481dd313f5a11 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7272115f4819092e4fa0fd7f130b5 completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f72992483c8190873ba7050ad9e6fa completed May 3, 2026, 10:55 a.m.
Created at: April 9, 2026, 9:34 p.m.