Triple

T18224612
Position Surface form Disambiguated ID Type / Status
Subject Town of Wake Forest government E436390 entity
Predicate hasDepartment P35 FINISHED
Object Wake Forest Finance Department
The Wake Forest Finance Department is the municipal office responsible for managing the Town of Wake Forest’s budgeting, accounting, and overall financial operations.
 E1312718 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: Wake Forest Finance Department | Statement: [Town of Wake Forest government, hasDepartment, Wake Forest Finance Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wake Forest Finance Department
Context triple: [Town of Wake Forest government, hasDepartment, Wake Forest Finance Department]
  • A. Wake Forest University Athletics Department
    The Wake Forest University Athletics Department is the administrative body that oversees and manages the university’s NCAA Division I athletic programs, including the Demon Deacons teams.
  • B. Wake Forest University Board of Trustees
    The Wake Forest University Board of Trustees is the institution’s primary governing body, responsible for overseeing its strategic direction, financial health, and overall governance.
  • C. Wake Forest Police Department
    The Wake Forest Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and community policing in the town of Wake Forest, North Carolina.
  • D. Wake Forest Fire Department
    The Wake Forest Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the town of Wake Forest, North Carolina.
  • E. Wake Forest Parks, Recreation & Cultural Resources Department
    The Wake Forest Parks, Recreation & Cultural Resources Department is the municipal agency responsible for managing the town’s parks, recreational programs, and cultural activities in Wake Forest, 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: Wake Forest Finance Department
Triple: [Town of Wake Forest government, hasDepartment, Wake Forest Finance Department]
Generated description
The Wake Forest Finance Department is the municipal office responsible for managing the Town of Wake Forest’s budgeting, accounting, and overall financial operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wake Forest Finance Department
Target entity description: The Wake Forest Finance Department is the municipal office responsible for managing the Town of Wake Forest’s budgeting, accounting, and overall financial operations.
  • A. Wake Forest University Athletics Department
    The Wake Forest University Athletics Department is the administrative body that oversees and manages the university’s NCAA Division I athletic programs, including the Demon Deacons teams.
  • B. Wake Forest University Board of Trustees
    The Wake Forest University Board of Trustees is the institution’s primary governing body, responsible for overseeing its strategic direction, financial health, and overall governance.
  • C. Wake Forest Police Department
    The Wake Forest Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and community policing in the town of Wake Forest, North Carolina.
  • D. Wake Forest Fire Department
    The Wake Forest Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the town of Wake Forest, North Carolina.
  • E. Wake Forest Parks, Recreation & Cultural Resources Department
    The Wake Forest Parks, Recreation & Cultural Resources Department is the municipal agency responsible for managing the town’s parks, recreational programs, and cultural activities in Wake Forest, North Carolina.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e47e5e8c819095454b6557a5d5a5 completed April 19, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f1fd2e48190b7d20d3b72d61e7a completed May 12, 2026, 9:44 p.m.
NEDg Description generation batch_6a039fcd9548819088b6f89a24e5f14e completed May 12, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03a14b22208190b4f18bff55367dc9 completed May 12, 2026, 9:53 p.m.
Created at: April 10, 2026, 10:32 a.m.