Triple

T20275034
Position Surface form Disambiguated ID Type / Status
Subject City of Tacoma government E502988 entity
Predicate legalAuthority P125 FINISHED
Object Tacoma Municipal Code
The Tacoma Municipal Code is the comprehensive collection of local laws and regulations governing the City of Tacoma, Washington.
E1421451 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: Tacoma Municipal Code | Statement: [City of Tacoma government, legalAuthority, Tacoma Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tacoma Municipal Code
Context triple: [City of Tacoma government, legalAuthority, Tacoma Municipal Code]
  • A. 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.
  • B. Bellingham Municipal Code
    The Bellingham Municipal Code is the codified collection of local laws and regulations governing the City of Bellingham, Washington.
  • C. Tacoma City Council
    The Tacoma City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the governance of the city of Tacoma, Washington.
  • D. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • E. City of Taylor Code of Ordinances
    The City of Taylor Code of Ordinances is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within the City of Taylor.
  • 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: Tacoma Municipal Code
Triple: [City of Tacoma government, legalAuthority, Tacoma Municipal Code]
Generated description
The Tacoma Municipal Code is the comprehensive collection of local laws and regulations governing the City of Tacoma, Washington.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tacoma Municipal Code
Target entity description: The Tacoma Municipal Code is the comprehensive collection of local laws and regulations governing the City of Tacoma, Washington.
  • A. 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.
  • B. Bellingham Municipal Code
    The Bellingham Municipal Code is the codified collection of local laws and regulations governing the City of Bellingham, Washington.
  • C. Tacoma City Council
    The Tacoma City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the governance of the city of Tacoma, Washington.
  • D. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • E. City of Taylor Code of Ordinances
    The City of Taylor Code of Ordinances is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within the City of Taylor.
  • 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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e675e30d4c8190a9e2d9efa0f741fc completed April 20, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a21233881908fb835541ae88c70 completed May 16, 2026, 11:50 a.m.
NEDg Description generation batch_6a085a8b52088190976c1ef189de5a5b completed May 16, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a085af42c1c81908c9ee0f84f9a9481 completed May 16, 2026, 11:54 a.m.
Created at: April 16, 2026, 10:32 a.m.