Triple

T17063872
Position Surface form Disambiguated ID Type / Status
Subject Chatham County Public Library – Wren Memorial Library E414031 entity
Predicate governedBy P46 FINISHED
Object Chatham County government
Chatham County government is the local administrative authority responsible for managing public services, policies, and operations within Chatham County.
 E252913 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: Chatham County government | Statement: [Chatham County Public Library – Wren Memorial Library, governedBy, Chatham County government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chatham County government
Context triple: [Chatham County Public Library – Wren Memorial Library, governedBy, Chatham County government]
  • A. Chatham County Board of Commissioners
    The Chatham County Board of Commissioners is the elected legislative and policy-making body responsible for overseeing county government operations and services in Chatham County, Georgia.
  • B. Chatham County, Georgia
    Chatham County, Georgia is a coastal county in southeastern Georgia that includes the historic city of Savannah and serves as a regional economic, cultural, and military hub.
  • C. Lee County government
    Lee County government is the local administrative authority responsible for providing public services, enforcing county regulations, and managing governmental functions within Lee County, Illinois.
  • D. Beaufort County Council
    Beaufort County Council is the elected governing body responsible for setting policy and overseeing county services and development in Beaufort County, South Carolina.
  • E. Chatham County
    Chatham County is a county in central North Carolina that forms part of the fast-growing Research Triangle region anchored by Raleigh, Durham, and Chapel Hill.
  • 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: Chatham County government
Triple: [Chatham County Public Library – Wren Memorial Library, governedBy, Chatham County government]
Generated description
Chatham County government is the local administrative authority responsible for managing public services, policies, and operations within Chatham County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chatham County government
Target entity description: Chatham County government is the local administrative authority responsible for managing public services, policies, and operations within Chatham County.
  • A. Chatham County Board of Commissioners chosen
    The Chatham County Board of Commissioners is the elected legislative and policy-making body responsible for overseeing county government operations and services in Chatham County, Georgia.
  • B. Chatham County, Georgia
    Chatham County, Georgia is a coastal county in southeastern Georgia that includes the historic city of Savannah and serves as a regional economic, cultural, and military hub.
  • C. Lee County government
    Lee County government is the local administrative authority responsible for providing public services, enforcing county regulations, and managing governmental functions within Lee County, Illinois.
  • D. Beaufort County Council
    Beaufort County Council is the elected governing body responsible for setting policy and overseeing county services and development in Beaufort County, South Carolina.
  • E. Chatham County
    Chatham County is a county in central North Carolina that forms part of the fast-growing Research Triangle region anchored by Raleigh, Durham, and Chapel Hill.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3db7f6a6081909bebce3ce925e663 completed April 18, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01234e9a94819094618ba43b7d22b4 completed May 11, 2026, 12:31 a.m.
NEDg Description generation batch_6a01245aa7ec81909fa20befa29f590c completed May 11, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_6a01281c8bf08190a24d77fe6af595f4 completed May 11, 2026, 12:51 a.m.
Created at: April 10, 2026, 5:34 a.m.