Triple

T402574
Position Surface form Disambiguated ID Type / Status
Subject Cedar Falls, Iowa E9316 entity
Predicate hasCityCouncil P13025 FINISHED
Object Cedar Falls City Council
Cedar Falls City Council is the elected legislative and policy-making body that governs the city of Cedar Falls, Iowa.
E51389 NE FINISHED

How this triple was built (5 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: Cedar Falls City Council | Statement: [Cedar Falls, Iowa, hasCityCouncil, Cedar Falls City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cedar Falls City Council
Context triple: [Cedar Falls, Iowa, hasCityCouncil, Cedar Falls City Council]
  • A. Iowa City Council
    The Iowa City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of Iowa City, Iowa.
  • B. Cedar Falls, Iowa
    Cedar Falls, Iowa is a city in northeastern Iowa known for being home to the University of Northern Iowa and a regional center for education and culture.
  • C. Downtown Cedar Falls Historic District
    Downtown Cedar Falls Historic District is a preserved central business area in Cedar Falls, Iowa, known for its historic architecture, cultural attractions, and locally owned shops and restaurants.
  • D. Springfield City Commission
    The Springfield City Commission is the elected municipal governing body responsible for setting policy, passing local legislation, and overseeing city administration in Springfield, Ohio.
  • E. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • 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: Cedar Falls City Council
Triple: [Cedar Falls, Iowa, hasCityCouncil, Cedar Falls City Council]
Generated description
Cedar Falls City Council is the elected legislative and policy-making body that governs the city of Cedar Falls, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cedar Falls City Council
Target entity description: Cedar Falls City Council is the elected legislative and policy-making body that governs the city of Cedar Falls, Iowa.
  • A. Iowa City Council
    The Iowa City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of Iowa City, Iowa.
  • B. Cedar Falls, Iowa
    Cedar Falls, Iowa is a city in northeastern Iowa known for being home to the University of Northern Iowa and a regional center for education and culture.
  • C. Downtown Cedar Falls Historic District
    Downtown Cedar Falls Historic District is a preserved central business area in Cedar Falls, Iowa, known for its historic architecture, cultural attractions, and locally owned shops and restaurants.
  • D. Springfield City Commission
    The Springfield City Commission is the elected municipal governing body responsible for setting policy, passing local legislation, and overseeing city administration in Springfield, Ohio.
  • E. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCityCouncil
Context triple: [Cedar Falls, Iowa, hasCityCouncil, Cedar Falls City Council]
  • A. hasCouncilDistrict
    Indicates that an entity is located within or represented by a specific council district.
  • B. hasMunicipalGovernment
    Indicates that an entity is administered or governed by a municipal-level governmental authority.
  • C. hasMayor
    Indicates that one entity serves as the mayor of another entity, typically a city, town, or municipality.
  • D. hasCityHall
    Indicates that a location or administrative area possesses or is served by a specific city hall building or institution.
  • E. hasNumberOfCouncillors
    Indicates the relationship that specifies how many councillors are associated with a given entity.
  • F. None of above. chosen

Provenance (7 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eca0e2048190a7bf360257965e56 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a413f43f1481908b095300fd6630c9 completed March 1, 2026, 10:24 a.m.
NEDg Description generation batch_69a414c6635c819090c5c1aedc353d65 completed March 1, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_69a415ba975881908034177cf892ca3e completed March 1, 2026, 10:32 a.m.
PD Predicate disambiguation batch_69a2e96ee4ec8190a5c0e3f491d3963d completed Feb. 28, 2026, 1:11 p.m.
PDg Predicate description generation batch_69a2eb7c56bc8190ab787801af2eec8d completed Feb. 28, 2026, 1:19 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.