Triple

T7053871
Position Surface form Disambiguated ID Type / Status
Subject California Department of Developmental Services E164035 entity
Predicate follows P134 FINISHED
Object Lanterman Developmental Disabilities Services Act
The Lanterman Developmental Disabilities Services Act is a landmark California law that guarantees individuals with developmental disabilities the right to receive community-based services and supports tailored to their needs.
E638158 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: Lanterman Developmental Disabilities Services Act | Statement: [California Department of Developmental Services, follows, Lanterman Developmental Disabilities Services Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lanterman Developmental Disabilities Services Act
Context triple: [California Department of Developmental Services, follows, Lanterman Developmental Disabilities Services Act]
  • A. Developmental Disabilities Assistance and Bill of Rights Act
    The Developmental Disabilities Assistance and Bill of Rights Act is a U.S. federal law that promotes the rights, inclusion, and self-determination of people with developmental disabilities through state councils, protection and advocacy systems, and related support programs.
  • B. Civil Rights of Institutionalized Persons Act
    The Civil Rights of Institutionalized Persons Act is a U.S. federal law that authorizes the Justice Department to investigate and address systemic civil rights violations in state or local institutions such as prisons, jails, and mental health facilities.
  • C. Evans-Allen Act of 1977
    The Evans-Allen Act of 1977 is a U.S. federal law that provides formula-based funding for agricultural research at historically Black land-grant universities, supporting their capacity to conduct scientific research in food, agriculture, and related fields.
  • D. Public Law 94-200
    Public Law 94-200 is the 1975 U.S. federal statute that enacted the Home Mortgage Disclosure Act, requiring certain financial institutions to report mortgage lending data to help identify discriminatory lending patterns.
  • E. McKinney-Vento Homeless Assistance Act
    The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
  • 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: Lanterman Developmental Disabilities Services Act
Triple: [California Department of Developmental Services, follows, Lanterman Developmental Disabilities Services Act]
Generated description
The Lanterman Developmental Disabilities Services Act is a landmark California law that guarantees individuals with developmental disabilities the right to receive community-based services and supports tailored to their needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lanterman Developmental Disabilities Services Act
Target entity description: The Lanterman Developmental Disabilities Services Act is a landmark California law that guarantees individuals with developmental disabilities the right to receive community-based services and supports tailored to their needs.
  • A. Developmental Disabilities Assistance and Bill of Rights Act
    The Developmental Disabilities Assistance and Bill of Rights Act is a U.S. federal law that promotes the rights, inclusion, and self-determination of people with developmental disabilities through state councils, protection and advocacy systems, and related support programs.
  • B. Civil Rights of Institutionalized Persons Act
    The Civil Rights of Institutionalized Persons Act is a U.S. federal law that authorizes the Justice Department to investigate and address systemic civil rights violations in state or local institutions such as prisons, jails, and mental health facilities.
  • C. Evans-Allen Act of 1977
    The Evans-Allen Act of 1977 is a U.S. federal law that provides formula-based funding for agricultural research at historically Black land-grant universities, supporting their capacity to conduct scientific research in food, agriculture, and related fields.
  • D. Public Law 94-200
    Public Law 94-200 is the 1975 U.S. federal statute that enacted the Home Mortgage Disclosure Act, requiring certain financial institutions to report mortgage lending data to help identify discriminatory lending patterns.
  • E. McKinney-Vento Homeless Assistance Act
    The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
  • 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_69c68861678881909961ddf4d779f750 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e265ea348190a9bd3807c0d605d8 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788980b50819085473407a176e04b completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78905c75c81908bee9a9000e05bd6 completed March 28, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69c789ecb50c8190b67bc1152b33d1eb completed March 28, 2026, 7:57 a.m.
Created at: March 27, 2026, 2:37 p.m.