Triple

T7697577
Position Surface form Disambiguated ID Type / Status
Subject Texas state agencies E174406 entity
Predicate includes P1393 FINISHED
Object Texas Department of Family and Protective Services
The Texas Department of Family and Protective Services is a state agency responsible for investigating abuse and neglect and providing protective and support services for children, vulnerable adults, and families in Texas.
E682279 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: Texas Department of Family and Protective Services | Statement: [Texas state agencies, includes, Texas Department of Family and Protective Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas Department of Family and Protective Services
Context triple: [Texas state agencies, includes, Texas Department of Family and Protective Services]
  • A. Texas Health and Human Services Commission
    The Texas Health and Human Services Commission is the state agency responsible for overseeing and administering Texas’s major health, Medicaid, and social services programs for residents in need.
  • B. Texas Department of Community Affairs
    The Texas Department of Community Affairs was a state agency responsible for administering community development, housing, and anti-poverty programs in Texas.
  • C. Administration for Children and Families
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • D. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • E. Protective Services Bureau
    The Protective Services Bureau is a division of the Philippines’ Department of Social Welfare and Development responsible for programs that safeguard and support vulnerable and at-risk individuals and communities.
  • 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: Texas Department of Family and Protective Services
Triple: [Texas state agencies, includes, Texas Department of Family and Protective Services]
Generated description
The Texas Department of Family and Protective Services is a state agency responsible for investigating abuse and neglect and providing protective and support services for children, vulnerable adults, and families in Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas Department of Family and Protective Services
Target entity description: The Texas Department of Family and Protective Services is a state agency responsible for investigating abuse and neglect and providing protective and support services for children, vulnerable adults, and families in Texas.
  • A. Texas Health and Human Services Commission
    The Texas Health and Human Services Commission is the state agency responsible for overseeing and administering Texas’s major health, Medicaid, and social services programs for residents in need.
  • B. Texas Department of Community Affairs
    The Texas Department of Community Affairs was a state agency responsible for administering community development, housing, and anti-poverty programs in Texas.
  • C. Administration for Children and Families
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • D. Administration on Children, Youth and Families
    The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
  • E. Protective Services Bureau
    The Protective Services Bureau is a specialized division of the United States Capitol Police responsible for safeguarding members of Congress, key facilities, and critical events associated with the U.S. Capitol.
  • 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_69c6995a72cc8190998e56daa6f8e453 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702693ee8819080a483c347710b24 completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acaee2c481909efa30125e8ca890 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8add4153081909f8d77b019a64a2f completed March 29, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae60b30881908c100ae489d6577e completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 4:03 p.m.