Triple

T15850960
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles Plumbing Code E384335 entity
Predicate basedOn P98 FINISHED
Object California Plumbing Code
The California Plumbing Code is a statewide set of regulations governing the design, installation, and maintenance of plumbing systems in California, forming the basis for many local plumbing codes.
E1179349 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 Plumbing Code | Statement: [Los Angeles Plumbing Code, basedOn, California Plumbing Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California Plumbing Code
Context triple: [Los Angeles Plumbing Code, basedOn, California Plumbing Code]
  • A. Los Angeles Plumbing Code
    The Los Angeles Plumbing Code is the set of technical standards and regulations governing the design, installation, and maintenance of plumbing systems within the City of Los Angeles.
  • B. 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.
  • C. California Codes
    California Codes are the comprehensive collection of codified laws that govern the state of California across various legal domains, including government, civil, penal, and other statutory areas.
  • D. California Water Code
    The California Water Code is the body of state law that governs the allocation, management, and protection of water resources in California.
  • E. California Public Utilities Code
    The California Public Utilities Code is a body of state law that governs the regulation, operation, and oversight of public utilities and related services in California.
  • 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 Plumbing Code
Triple: [Los Angeles Plumbing Code, basedOn, California Plumbing Code]
Generated description
The California Plumbing Code is a statewide set of regulations governing the design, installation, and maintenance of plumbing systems in California, forming the basis for many local plumbing codes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California Plumbing Code
Target entity description: The California Plumbing Code is a statewide set of regulations governing the design, installation, and maintenance of plumbing systems in California, forming the basis for many local plumbing codes.
  • A. Los Angeles Plumbing Code
    The Los Angeles Plumbing Code is the set of technical standards and regulations governing the design, installation, and maintenance of plumbing systems within the City of Los Angeles.
  • B. 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.
  • C. California Codes
    California Codes are the comprehensive collection of codified laws that govern the state of California across various legal domains, including government, civil, penal, and other statutory areas.
  • D. California Water Code
    The California Water Code is the body of state law that governs the allocation, management, and protection of water resources in California.
  • E. California Public Utilities Code
    The California Public Utilities Code is a body of state law that governs the regulation, operation, and oversight of public utilities and related services in California.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e14cacf5f08190a0dfe22018ed7905 completed April 16, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa147bce481909fb6f6ef2793a5a8 completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa41a86ec8190b46d541965ecf26e completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa496f3e48190b8dc82bece548aec completed May 9, 2026, 9:18 p.m.
Created at: April 10, 2026, 4:50 a.m.