Triple

T8518209
Position Surface form Disambiguated ID Type / Status
Subject Ames, Iowa E201628 entity
Predicate governingBody P46 FINISHED
Object Ames City Council
The Ames City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Ames, Iowa.
E739568 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: Ames City Council | Statement: [Ames, Iowa, governingBody, Ames City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ames City Council
Context triple: [Ames, Iowa, governingBody, Ames City Council]
  • A. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • B. Alameda City Council
    The Alameda City Council is the elected legislative body that governs the City of Alameda, California, setting local policies, passing ordinances, and overseeing municipal services.
  • C. Hamilton City Council
    Hamilton City Council is the local governing authority responsible for municipal decision-making, services, and regulations in the city of Hamilton.
  • D. Portland City Council
    Portland City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Portland, Maine.
  • E. Portland City Council
    The Portland City Council is the elected legislative and policy-making body that oversees municipal governance and services for the city of Portland, Oregon.
  • 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: Ames City Council
Triple: [Ames, Iowa, governingBody, Ames City Council]
Generated description
The Ames City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Ames, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ames City Council
Target entity description: The Ames City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Ames, Iowa.
  • A. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • B. Alameda City Council
    The Alameda City Council is the elected legislative body that governs the City of Alameda, California, setting local policies, passing ordinances, and overseeing municipal services.
  • C. Hamilton City Council
    Hamilton City Council is the local governing authority responsible for municipal decision-making, services, and regulations in the city of Hamilton.
  • D. Portland City Council
    Portland City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Portland, Maine.
  • E. Portland City Council
    The Portland City Council is the elected legislative and policy-making body that oversees municipal governance and services for the city of Portland, Oregon.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe626787c819087e72dd76b2d9310 completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e6c93d081909da2a748b0fa6fd3 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffc30e08190b71e941d63d56015 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54dc664081908ff63ec7f92834d7 completed April 2, 2026, 11:37 a.m.
Created at: March 30, 2026, 6:16 p.m.