Triple

T16212844
Position Surface form Disambiguated ID Type / Status
Subject Libby, Montana E393508 entity
Predicate governedBy P46 FINISHED
Object Libby City Council
Libby City Council is the municipal legislative body responsible for setting local policies, ordinances, and budgets for the city of Libby, Montana.
E1201083 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: Libby City Council | Statement: [Libby, Montana, governedBy, Libby City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libby City Council
Context triple: [Libby, Montana, governedBy, Libby 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 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.
  • C. Bell City Council
    Bell City Council is the elected legislative body responsible for governing the city of Bell in Los Angeles County, California.
  • D. Connell City Council
    Connell City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Connell, Washington.
  • 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: Libby City Council
Triple: [Libby, Montana, governedBy, Libby City Council]
Generated description
Libby City Council is the municipal legislative body responsible for setting local policies, ordinances, and budgets for the city of Libby, Montana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libby City Council
Target entity description: Libby City Council is the municipal legislative body responsible for setting local policies, ordinances, and budgets for the city of Libby, Montana.
  • 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 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.
  • C. Bell City Council
    Bell City Council is the elected legislative body responsible for governing the city of Bell in Los Angeles County, California.
  • D. Connell City Council
    Connell City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Connell, Washington.
  • 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

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_69d87f1f5bd08190bd01cac0d5b9d2ef completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e227f2c1288190bfaed49c364bfa22 completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0007932f088190b6c20913cfb932f4 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a0009d6e7288190907075f5ee72f3ad completed May 10, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_6a000ad7a72481909a74643d8c0c9b5a completed May 10, 2026, 4:34 a.m.
Created at: April 10, 2026, 5:03 a.m.