Triple

T2678488
Position Surface form Disambiguated ID Type / Status
Subject Durham County Social Services E56516 entity
Predicate collaboratesWith P37 FINISHED
Object Durham County Public Health Department
The Durham County Public Health Department is a local government agency responsible for protecting and promoting the health of residents in Durham County, North Carolina through clinical services, community programs, and public health initiatives.
 E288196 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: Durham County Public Health Department | Statement: [Durham County Social Services, collaboratesWith, Durham County Public Health Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Durham County Public Health Department
Context triple: [Durham County Social Services, collaboratesWith, Durham County Public Health Department]
  • A. Durham County Board of Commissioners
    The Durham County Board of Commissioners is the elected governing body responsible for setting policy, adopting budgets, and overseeing county services in Durham County, North Carolina.
  • B. Durham County social services
    Durham County social services is the local government agency responsible for providing public assistance, child and adult protective services, and other social support programs to residents of Durham County, North Carolina.
  • C. Durham County District Court
    Durham County District Court is a local trial-level court in Durham County, North Carolina, that handles matters such as criminal misdemeanors, traffic offenses, civil disputes, and family law cases.
  • D. Durham Public Schools
    Durham Public Schools is the unified public school district serving students in Durham County, North Carolina.
  • E. Durham County, North Carolina
    Durham County, North Carolina is an urban county in the central part of the state, best known as home to the city of Durham and Duke University.
  • 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: Durham County Public Health Department
Triple: [Durham County Social Services, collaboratesWith, Durham County Public Health Department]
Generated description
The Durham County Public Health Department is a local government agency responsible for protecting and promoting the health of residents in Durham County, North Carolina through clinical services, community programs, and public health initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Durham County Public Health Department
Target entity description: The Durham County Public Health Department is a local government agency responsible for protecting and promoting the health of residents in Durham County, North Carolina through clinical services, community programs, and public health initiatives.
  • A. Durham County Board of Commissioners
    The Durham County Board of Commissioners is the elected governing body responsible for setting policy, adopting budgets, and overseeing county services in Durham County, North Carolina.
  • B. Durham County social services
    Durham County social services is the local government agency responsible for providing public assistance, child and adult protective services, and other social support programs to residents of Durham County, North Carolina.
  • C. Durham County District Court
    Durham County District Court is a local trial-level court in Durham County, North Carolina, that handles matters such as criminal misdemeanors, traffic offenses, civil disputes, and family law cases.
  • D. Durham Public Schools
    Durham Public Schools is the unified public school district serving students in Durham County, North Carolina.
  • E. Durham County, North Carolina
    Durham County, North Carolina is an urban county in the central part of the state, best known as home to the city of Durham and Duke University.
  • 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_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9b697fc8190a5ec8b75ee2ad238 completed March 7, 2026, 7:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0681f3c8190898e58f3138b16fa completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa0fef4c481908db42628cd6e72fe completed March 10, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69afa1fc3884819094503650206ec788 completed March 10, 2026, 4:45 a.m.
Created at: March 6, 2026, 9:54 p.m.