Triple

T8757524
Position Surface form Disambiguated ID Type / Status
Subject Twin Falls City Council E208107 entity
Predicate legalAuthority P125 FINISHED
Object Twin Falls City Code
Twin Falls City Code is the comprehensive collection of municipal laws and regulations governing the city of Twin Falls, Idaho.
 E754663 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: Twin Falls City Code | Statement: [Twin Falls City Council, legalAuthority, Twin Falls City Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twin Falls City Code
Context triple: [Twin Falls City Council, legalAuthority, Twin Falls City Code]
  • A. Twin Falls City Council
    Twin Falls City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Twin Falls, Idaho.
  • B. Twin Falls campus
    Twin Falls campus is an Idaho State University satellite location in Twin Falls, Idaho, offering ISU academic programs and services to students in the Magic Valley region.
  • C. Twin Falls, Idaho
    Twin Falls, Idaho is a small city in south-central Idaho known for its dramatic Snake River Canyon scenery, outdoor recreation, and role as a regional commercial hub.
  • D. Twin Falls
    Twin Falls is a spectacular multi-tiered waterfall and popular natural attraction located within Kakadu National Park in Australia’s Northern Territory.
  • E. Twin Falls County, Idaho
    Twin Falls County, Idaho is a county in south-central Idaho known for the city of Twin Falls, the Snake River Canyon, and Shoshone Falls.
  • 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: Twin Falls City Code
Triple: [Twin Falls City Council, legalAuthority, Twin Falls City Code]
Generated description
Twin Falls City Code is the comprehensive collection of municipal laws and regulations governing the city of Twin Falls, Idaho.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twin Falls City Code
Target entity description: Twin Falls City Code is the comprehensive collection of municipal laws and regulations governing the city of Twin Falls, Idaho.
  • A. Twin Falls City Council
    Twin Falls City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Twin Falls, Idaho.
  • B. Twin Falls campus
    Twin Falls campus is an Idaho State University satellite location in Twin Falls, Idaho, offering ISU academic programs and services to students in the Magic Valley region.
  • C. Twin Falls, Idaho
    Twin Falls, Idaho is a small city in south-central Idaho known for its dramatic Snake River Canyon scenery, outdoor recreation, and role as a regional commercial hub.
  • D. Twin Falls
    Twin Falls is a spectacular multi-tiered waterfall and popular natural attraction located within Kakadu National Park in Australia’s Northern Territory.
  • E. Twin Falls County, Idaho
    Twin Falls County, Idaho is a county in south-central Idaho known for the city of Twin Falls, the Snake River Canyon, and Shoshone Falls.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ddabdc88190ba50ef1833a815d0 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf4338c0f88190a1e3f7ef164b6c6d completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf452b237c8190958f7b42e9611e7b completed April 3, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69cf45e6f4108190ac6955264b466abb completed April 3, 2026, 4:45 a.m.
Created at: March 30, 2026, 6:40 p.m.