Triple

T9194964
Position Surface form Disambiguated ID Type / Status
Subject Forney, Texas E220680 entity
Predicate hasLocalGovernment P2820 FINISHED
Object Forney City Council
The Forney City Council is the elected municipal governing body responsible for setting policy, passing ordinances, and overseeing city administration in Forney, Texas.
E783311 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: Forney City Council | Statement: [Forney, Texas, hasLocalGovernment, Forney City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forney City Council
Context triple: [Forney, Texas, hasLocalGovernment, Forney City Council]
  • A. 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.
  • B. Duncan City Council
    Duncan City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city administration in Duncan, British Columbia.
  • C. Davis City Council
    The Davis City Council is the elected legislative and policy-making body responsible for setting laws, budgets, and overall direction for the city of Davis, California.
  • D. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • E. San Jacinto City Council
    The San Jacinto City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in San Jacinto, California.
  • 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: Forney City Council
Triple: [Forney, Texas, hasLocalGovernment, Forney City Council]
Generated description
The Forney City Council is the elected municipal governing body responsible for setting policy, passing ordinances, and overseeing city administration in Forney, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forney City Council
Target entity description: The Forney City Council is the elected municipal governing body responsible for setting policy, passing ordinances, and overseeing city administration in Forney, Texas.
  • A. 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.
  • B. Duncan City Council
    Duncan City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city administration in Duncan, British Columbia.
  • C. Davis City Council
    The Davis City Council is the elected legislative and policy-making body responsible for setting laws, budgets, and overall direction for the city of Davis, California.
  • D. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • E. San Jacinto City Council
    The San Jacinto City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in San Jacinto, California.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87c3a3c8190b60f19873ef6e1f8 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c313004819090fe0e5d4e7bc15e completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05d138c288190a0eab9be6bd649c0 completed April 4, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69d05df1a0888190a2bdc48a159b865e completed April 4, 2026, 12:40 a.m.
Created at: March 30, 2026, 7:25 p.m.