Triple

T2040981
Position Surface form Disambiguated ID Type / Status
Subject Lynden City Council E44742 entity
Predicate subjectTo P258 FINISHED
Object 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.
 E229536 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: Lynden Municipal Code | Statement: [Lynden City Council, subjectTo, Lynden Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lynden Municipal Code
Context triple: [Lynden City Council, subjectTo, Lynden Municipal Code]
  • A. Lynden City Council
    Lynden City Council is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Lynden, Washington.
  • B. Bend Municipal Code
    Bend Municipal Code is the body of local laws and regulations governing the city of Bend, Oregon.
  • C. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • D. Portland City Code
    Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
  • E. Birmingham municipal code
    The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
  • 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: Lynden Municipal Code
Triple: [Lynden City Council, subjectTo, Lynden Municipal Code]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lynden Municipal Code
Target entity description: 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.
  • A. Lynden City Council
    Lynden City Council is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Lynden, Washington.
  • B. Bend Municipal Code
    Bend Municipal Code is the body of local laws and regulations governing the city of Bend, Oregon.
  • C. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • D. Portland City Code
    Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
  • E. Birmingham municipal code
    The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9545aa08190ac74e49e70c4c349 completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ff92928819093f42f0fe4a935b3 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae20efd4dc8190addf69c80a33d247 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21b4ce248190bbd7542592db0ec4 completed March 9, 2026, 1:26 a.m.
Created at: March 4, 2026, 7:39 p.m.