Triple

T7053872
Position Surface form Disambiguated ID Type / Status
Subject California Department of Developmental Services E164035 entity
Predicate legalFramework P125 FINISHED
Object California Welfare and Institutions Code
The California Welfare and Institutions Code is a body of state law that governs public social services, including programs and protections for vulnerable populations such as children, the elderly, and individuals with disabilities.
 E638159 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: California Welfare and Institutions Code | Statement: [California Department of Developmental Services, legalFramework, California Welfare and Institutions Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: California Welfare and Institutions Code
Context triple: [California Department of Developmental Services, legalFramework, California Welfare and Institutions Code]
  • A. California Penal Code
    The California Penal Code is the primary body of criminal law in the state of California, defining crimes, penalties, and procedures for their prosecution.
  • B. California Government Code
    The California Government Code is a comprehensive collection of state statutes that organizes and regulates the structure, powers, and procedures of California’s state and local government.
  • C. California Probate Code
    The California Probate Code is the body of state law that governs the administration of estates, wills, trusts, and related probate proceedings in California.
  • D. California Family Code
    The California Family Code is a comprehensive body of state law that governs family-related legal matters such as marriage, divorce, child custody, and support within California.
  • E. California Code of Regulations
    The California Code of Regulations is the official compilation of administrative rules and regulations issued by California’s state agencies to implement and interpret state law.
  • 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: California Welfare and Institutions Code
Triple: [California Department of Developmental Services, legalFramework, California Welfare and Institutions Code]
Generated description
The California Welfare and Institutions Code is a body of state law that governs public social services, including programs and protections for vulnerable populations such as children, the elderly, and individuals with disabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: California Welfare and Institutions Code
Target entity description: The California Welfare and Institutions Code is a body of state law that governs public social services, including programs and protections for vulnerable populations such as children, the elderly, and individuals with disabilities.
  • A. California Penal Code
    The California Penal Code is the primary body of criminal law in the state of California, defining crimes, penalties, and procedures for their prosecution.
  • B. California Government Code
    The California Government Code is a comprehensive collection of state statutes that organizes and regulates the structure, powers, and procedures of California’s state and local government.
  • C. California Probate Code
    The California Probate Code is the body of state law that governs the administration of estates, wills, trusts, and related probate proceedings in California.
  • D. California Family Code
    The California Family Code is a comprehensive body of state law that governs family-related legal matters such as marriage, divorce, child custody, and support within California.
  • E. California Code of Regulations
    The California Code of Regulations is the official compilation of administrative rules and regulations issued by California’s state agencies to implement and interpret state law.
  • 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.