Triple

T19711159
Position Surface form Disambiguated ID Type / Status
Subject Bellingham City Council E473346 entity
Predicate legalAuthority P125 FINISHED
Object Bellingham Municipal Code
The Bellingham Municipal Code is the codified collection of local laws and regulations governing the City of Bellingham, Washington.
 E1392434 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: Bellingham Municipal Code | Statement: [Bellingham City Council, legalAuthority, Bellingham Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bellingham Municipal Code
Context triple: [Bellingham City Council, legalAuthority, Bellingham Municipal Code]
  • A. Bellingham City Charter
    The Bellingham City Charter is the foundational governing document that outlines the structure, powers, and responsibilities of the municipal government of Bellingham, Washington.
  • B. Bellingham City Council
    Bellingham City Council is the elected legislative body that sets local laws, policies, and budgets for the city of Bellingham, Washington.
  • C. Seattle Municipal Code
    The Seattle Municipal Code is the comprehensive collection of local laws and ordinances governing the City of Seattle’s operations, public conduct, land use, and regulatory frameworks.
  • D. Bend Municipal Code
    Bend Municipal Code is the body of local laws and regulations governing the city of Bend, Oregon.
  • E. Lynden Municipal Code
    The Lynden Municipal Code is the body of local laws and regulations governing the City of Lynden, Washington, enacted and amended by the Lynden City Council.
  • 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: Bellingham Municipal Code
Triple: [Bellingham City Council, legalAuthority, Bellingham Municipal Code]
Generated description
The Bellingham Municipal Code is the codified collection of local laws and regulations governing the City of Bellingham, Washington.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bellingham Municipal Code
Target entity description: The Bellingham Municipal Code is the codified collection of local laws and regulations governing the City of Bellingham, Washington.
  • A. Bellingham City Charter
    The Bellingham City Charter is the foundational governing document that outlines the structure, powers, and responsibilities of the municipal government of Bellingham, Washington.
  • B. Bellingham City Council
    Bellingham City Council is the elected legislative body that sets local laws, policies, and budgets for the city of Bellingham, Washington.
  • C. Seattle Municipal Code
    The Seattle Municipal Code is the comprehensive collection of local laws and ordinances governing the City of Seattle’s operations, public conduct, land use, and regulatory frameworks.
  • D. Bend Municipal Code
    Bend Municipal Code is the body of local laws and regulations governing the city of Bend, Oregon.
  • E. Lynden Municipal Code
    The Lynden Municipal Code is the body of local laws and regulations governing the City of Lynden, Washington, enacted and amended by the Lynden City Council.
  • 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e64407ed208190944ae43b5e44bbdc completed April 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4ea32d48190b94a6bbc52833db8 completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b5d90eb081909286da7f06d606cf completed May 16, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_6a07b6bb60088190b3473ff2bf7cfde1 completed May 16, 2026, 12:13 a.m.
Created at: April 10, 2026, 1:46 p.m.