Triple

T3745886
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles Department of Building and Safety E81209 entity
Predicate enforces P760 FINISHED
Object Los Angeles Green Building Code
The Los Angeles Green Building Code is a set of citywide regulations that establish sustainability, energy efficiency, and environmental performance standards for new construction and major building projects in Los Angeles.
E384333 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: Los Angeles Green Building Code | Statement: [Los Angeles Department of Building and Safety, enforces, Los Angeles Green Building Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles Green Building Code
Context triple: [Los Angeles Department of Building and Safety, enforces, Los Angeles Green Building Code]
  • A. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • B. Los Angeles General Plan
    The Los Angeles General Plan is the city’s overarching long-range policy document that guides land use, development, and growth across all its community plan areas.
  • C. Los Angeles Cultural Heritage Ordinance
    The Los Angeles Cultural Heritage Ordinance is a municipal law that establishes the framework for identifying, designating, and protecting historic and cultural landmarks within the City of Los Angeles.
  • D. Los Angeles Department of Building and Safety
    The Los Angeles Department of Building and Safety is a city agency responsible for regulating building construction, enforcing safety and zoning standards, and issuing related permits and inspections within Los Angeles.
  • E. Washington Growth Management Act
    The Washington Growth Management Act is a state law that requires fast-growing local governments in Washington to plan comprehensively for land use, housing, transportation, and environmental protection to manage growth sustainably.
  • 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: Los Angeles Green Building Code
Triple: [Los Angeles Department of Building and Safety, enforces, Los Angeles Green Building Code]
Generated description
The Los Angeles Green Building Code is a set of citywide regulations that establish sustainability, energy efficiency, and environmental performance standards for new construction and major building projects in Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Angeles Green Building Code
Target entity description: The Los Angeles Green Building Code is a set of citywide regulations that establish sustainability, energy efficiency, and environmental performance standards for new construction and major building projects in Los Angeles.
  • A. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • B. Los Angeles General Plan
    The Los Angeles General Plan is the city’s overarching long-range policy document that guides land use, development, and growth across all its community plan areas.
  • C. Los Angeles Cultural Heritage Ordinance
    The Los Angeles Cultural Heritage Ordinance is a municipal law that establishes the framework for identifying, designating, and protecting historic and cultural landmarks within the City of Los Angeles.
  • D. Los Angeles Department of Building and Safety
    The Los Angeles Department of Building and Safety is a city agency responsible for regulating building construction, enforcing safety and zoning standards, and issuing related permits and inspections within Los Angeles.
  • E. Washington Growth Management Act
    The Washington Growth Management Act is a state law that requires fast-growing local governments in Washington to plan comprehensively for land use, housing, transportation, and environmental protection to manage growth sustainably.
  • 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_69ad8b19b7b08190a6188804e99c53e9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb680ddc819094205beb342699f9 completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db2c2c5081909b83d89c989a8d1c completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4dbd0b6e88190a857afe3c1041788 completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc5114ec8190aee92e21a48ae268 completed March 14, 2026, 3:56 a.m.
Created at: March 8, 2026, 3:35 p.m.