Triple

T5352835
Position Surface form Disambiguated ID Type / Status
Subject Wake Forest Fire Department E102617 entity
Predicate serviceArea P82 FINISHED
Object Town of Wake Forest, North Carolina E436389 NE FINISHED

How this triple was built (2 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: Town of Wake Forest, North Carolina | Statement: [Wake Forest Fire Department, serviceArea, Town of Wake Forest, North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Town of Wake Forest, North Carolina
Context triple: [Wake Forest Fire Department, serviceArea, Town of Wake Forest, North Carolina]
  • A. Town of Wake Forest, North Carolina chosen
    The Town of Wake Forest, North Carolina, is a rapidly growing suburban community near Raleigh known for its historic downtown, family-friendly neighborhoods, and strong public schools.
  • B. Village of Alamance, North Carolina
    The Village of Alamance is a small incorporated community in central North Carolina known for its rural residential character and proximity to the historic Alamance Battleground.
  • C. Roxboro, North Carolina
    Roxboro, North Carolina is a small city in north-central North Carolina known as the primary commercial and cultural hub of Person County.
  • D. Lenoir, North Carolina
    Lenoir, North Carolina is a small city in the foothills of the Blue Ridge Mountains known historically for its furniture manufacturing and proximity to outdoor recreation areas.
  • E. Newton, North Carolina
    Newton, North Carolina is a small city in Catawba County that serves as the county seat and lies within the Piedmont region of the state.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd861327288190b3f2720ce81e0de6 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21d836b081908a5fb4e73397fa44 completed March 21, 2026, 10:55 p.m.
Created at: March 20, 2026, 2:01 p.m.