Triple

T9285384
Position Surface form Disambiguated ID Type / Status
Subject Tiburon Town Council E223379 entity
Predicate appliesLaw P125 FINISHED
Object Tiburon Municipal Code
The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
 E789368 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: Tiburon Municipal Code | Statement: [Tiburon Town Council, appliesLaw, Tiburon Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tiburon Municipal Code
Context triple: [Tiburon Town Council, appliesLaw, Tiburon Municipal Code]
  • A. Bend Municipal Code
    Bend Municipal Code is the body of local laws and regulations governing the city of Bend, Oregon.
  • B. 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.
  • C. Beverly Hills Municipal Code
    The Beverly Hills Municipal Code is the body of local laws and regulations governing the City of Beverly Hills, California, including its public safety, zoning, and municipal operations.
  • D. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • E. Boston municipal code
    The Boston municipal code is the comprehensive set of local laws and regulations that govern public conduct, land use, business activity, and municipal operations within the City of Boston.
  • 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: Tiburon Municipal Code
Triple: [Tiburon Town Council, appliesLaw, Tiburon Municipal Code]
Generated description
The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tiburon Municipal Code
Target entity description: The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • A. Bend Municipal Code
    Bend Municipal Code is the body of local laws and regulations governing the city of Bend, Oregon.
  • B. 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.
  • C. Beverly Hills Municipal Code
    The Beverly Hills Municipal Code is the body of local laws and regulations governing the City of Beverly Hills, California, including its public safety, zoning, and municipal operations.
  • D. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • E. Boston municipal code
    The Boston municipal code is the comprehensive set of local laws and regulations that govern public conduct, land use, business activity, and municipal operations within the City of Boston.
  • 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_69ca8422ddf881908a3f8f876c9f53aa completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd081fe8cc8190b6c1b481c7129689 completed April 1, 2026, 11:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b21d8f1081909b2493151fde4a5f completed April 4, 2026, 6:39 a.m.
NEDg Description generation batch_69d0b3234d088190a8ed13b4d4772fb5 completed April 4, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69d0b3bcd5548190ba1af3d0fa72780a completed April 4, 2026, 6:46 a.m.
Created at: March 30, 2026, 7:35 p.m.