Triple

T11929470
Position Surface form Disambiguated ID Type / Status
Subject Lumberton, North Carolina E283871 entity
Predicate governingBody P46 FINISHED
Object Lumberton City Council
The Lumberton City Council is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance for the city of Lumberton, North Carolina.
 E283871 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: Lumberton City Council | Statement: [Lumberton, North Carolina, governingBody, Lumberton City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lumberton City Council
Context triple: [Lumberton, North Carolina, governingBody, Lumberton City Council]
  • A. Lumberton, North Carolina
    Lumberton, North Carolina is a small city in Robeson County that serves as the cultural and economic hub of the Lumbee Tribe and the surrounding region.
  • B. Cumberland County Council
    Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
  • C. Lynchburg City Council
    Lynchburg City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Lynchburg, Virginia.
  • D. Lancaster County Board of Commissioners
    The Lancaster County Board of Commissioners is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Lancaster County, Nebraska.
  • E. Cumberland County Board of Commissioners
    The Cumberland County Board of Commissioners is the elected governing body responsible for setting policy, overseeing budgets, and managing county services in Cumberland County, North Carolina.
  • 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: Lumberton City Council
Triple: [Lumberton, North Carolina, governingBody, Lumberton City Council]
Generated description
The Lumberton City Council is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance for the city of Lumberton, North Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lumberton City Council
Target entity description: The Lumberton City Council is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance for the city of Lumberton, North Carolina.
  • A. Lumberton, North Carolina chosen
    Lumberton, North Carolina is a small city in Robeson County that serves as the cultural and economic hub of the Lumbee Tribe and the surrounding region.
  • B. Cumberland County Council
    Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
  • C. Lynchburg City Council
    Lynchburg City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Lynchburg, Virginia.
  • D. Lancaster County Board of Commissioners
    The Lancaster County Board of Commissioners is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Lancaster County, Nebraska.
  • E. Cumberland County Board of Commissioners
    The Cumberland County Board of Commissioners is the elected governing body responsible for setting policy, overseeing budgets, and managing county services in Cumberland County, North Carolina.
  • F. None of above.

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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90303a9a88190a4044e6310ba9b4b completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f440611e648190b2c47b43f02d2e4b completed May 1, 2026, 5:55 a.m.
NEDg Description generation batch_69f448fb898081908a8ffd0da703c0f9 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b9e662881908549e041f6a05e38 completed May 1, 2026, 6:43 a.m.
Created at: April 8, 2026, 9:45 p.m.