Triple

T20073695
Position Surface form Disambiguated ID Type / Status
Subject Fresno County Department of Social Services E499802 entity
Predicate offersProgram P178 FINISHED
Object Adult Protective Services
Adult Protective Services is a social services program that investigates and intervenes in cases of abuse, neglect, or exploitation of vulnerable adults and elders.
 E217157 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: Adult Protective Services | Statement: [Fresno County Department of Social Services, offersProgram, Adult Protective Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adult Protective Services
Context triple: [Fresno County Department of Social Services, offersProgram, Adult Protective Services]
  • A. Office of Adult Abuse Prevention and Investigations
    The Office of Adult Abuse Prevention and Investigations is a division of Oregon’s state human services system responsible for investigating and preventing abuse, neglect, and exploitation of vulnerable adults.
  • B. Child Welfare Services
    Child Welfare Services is a U.S. government program that protects vulnerable children by investigating abuse and neglect, supporting families, and providing foster care and adoption services.
  • C. Protective Services Division
    The Protective Services Division is a specialized unit of the California Highway Patrol responsible for providing security and protection for state officials, facilities, and critical infrastructure.
  • D. Protective Services Division
    The Protective Services Division is a specialized unit within the Alabama Law Enforcement Agency responsible for providing security and protection for designated officials, facilities, and critical state functions.
  • E. child protective services
    Child protective services is a government agency responsible for investigating allegations of child abuse and neglect and ensuring the safety and welfare of children.
  • 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: Adult Protective Services
Triple: [Fresno County Department of Social Services, offersProgram, Adult Protective Services]
Generated description
Adult Protective Services is a social services program that investigates and intervenes in cases of abuse, neglect, or exploitation of vulnerable adults and elders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adult Protective Services
Target entity description: Adult Protective Services is a social services program that investigates and intervenes in cases of abuse, neglect, or exploitation of vulnerable adults and elders.
  • A. Office of Adult Abuse Prevention and Investigations chosen
    The Office of Adult Abuse Prevention and Investigations is a division of Oregon’s state human services system responsible for investigating and preventing abuse, neglect, and exploitation of vulnerable adults.
  • B. Child Welfare Services
    Child Welfare Services is a U.S. government program that protects vulnerable children by investigating abuse and neglect, supporting families, and providing foster care and adoption services.
  • C. Protective Services Division
    The Protective Services Division is a specialized unit of the California Highway Patrol responsible for providing security and protection for state officials, facilities, and critical infrastructure.
  • D. Protective Services Division
    The Protective Services Division is a specialized unit within the Alabama Law Enforcement Agency responsible for providing security and protection for designated officials, facilities, and critical state functions.
  • E. child protective services
    Child protective services is a government agency responsible for investigating allegations of child abuse and neglect and ensuring the safety and welfare of children.
  • F. None of above.

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_69da627770948190997f486f9a2e370f completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66439efe881909a068c3f05022421 completed April 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f3f57948190885bf1e6c50e32d5 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a08204234a48190b9f9a1907e9eddf6 completed May 16, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_6a082112e7bc8190a10cdee4571d053a completed May 16, 2026, 7:47 a.m.
Created at: April 11, 2026, 3:40 p.m.