Triple

T9531235
Position Surface form Disambiguated ID Type / Status
Subject North Liberty parks and recreation department E229899 entity
Predicate governingBody P46 FINISHED
Object North Liberty City Council
The North Liberty City Council is the municipal legislative body responsible for setting policy, passing ordinances, and overseeing city services and departments in North Liberty, Iowa.
 E805028 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: North Liberty City Council | Statement: [North Liberty parks and recreation department, governingBody, North Liberty City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Liberty City Council
Context triple: [North Liberty parks and recreation department, governingBody, North Liberty City Council]
  • A. West Liberty City Council
    The West Liberty City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in West Liberty, Iowa.
  • B. North Liberty Police Department
    The North Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in North Liberty, Iowa.
  • C. West Liberty Police Department
    The West Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in West Liberty, Iowa.
  • D. North Liberty Community Library
    North Liberty Community Library is a public library serving the residents of North Liberty, Iowa with lending materials, programs, and community services.
  • E. North Liberty parks and recreation department
    The North Liberty parks and recreation department is the municipal agency responsible for managing the city’s parks, recreational facilities, and community programming in North Liberty, Iowa.
  • 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: North Liberty City Council
Triple: [North Liberty parks and recreation department, governingBody, North Liberty City Council]
Generated description
The North Liberty City Council is the municipal legislative body responsible for setting policy, passing ordinances, and overseeing city services and departments in North Liberty, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Liberty City Council
Target entity description: The North Liberty City Council is the municipal legislative body responsible for setting policy, passing ordinances, and overseeing city services and departments in North Liberty, Iowa.
  • A. West Liberty City Council
    The West Liberty City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in West Liberty, Iowa.
  • B. North Liberty Police Department
    The North Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in North Liberty, Iowa.
  • C. West Liberty Police Department
    The West Liberty Police Department is the municipal law enforcement agency responsible for public safety and policing services in West Liberty, Iowa.
  • D. North Liberty Community Library
    North Liberty Community Library is a public library serving the residents of North Liberty, Iowa with lending materials, programs, and community services.
  • E. North Liberty parks and recreation department
    The North Liberty parks and recreation department is the municipal agency responsible for managing the city’s parks, recreational facilities, and community programming in North Liberty, Iowa.
  • 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98b408648190a04127c1d47fe7d2 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c38a3848190ab3561f70497c9eb completed April 4, 2026, 5:36 p.m.
NEDg Description generation batch_69d14d23573c8190aeebf2fdac20a332 completed April 4, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69d14da4514481908a530b5d77ad832a completed April 4, 2026, 5:43 p.m.
Created at: March 30, 2026, 8 p.m.