Triple

T18456825
Position Surface form Disambiguated ID Type / Status
Subject Hancock County government E450922 entity
Predicate hasDepartment P35 FINISHED
Object Hancock County Planning and Zoning Department
The Hancock County Planning and Zoning Department is the local government agency responsible for managing land use, development review, and zoning regulations within Hancock County.
 E1325047 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: Hancock County Planning and Zoning Department | Statement: [Hancock County government, hasDepartment, Hancock County Planning and Zoning Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hancock County Planning and Zoning Department
Context triple: [Hancock County government, hasDepartment, Hancock County Planning and Zoning Department]
  • A. Hancock County government
    Hancock County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Hancock County, Mississippi, including Pearlington.
  • B. Hancock County government
    Hancock County government is the local administrative authority responsible for providing public services, enforcing county regulations, and managing civic affairs in Hancock County, Tennessee.
  • C. Hancock County Commission
    The Hancock County Commission is the elected governing body responsible for administering county-level services, budgets, and policies in Hancock County, West Virginia.
  • D. Hancock County Board of Commissioners
    The Hancock County Board of Commissioners is the primary elected governing body responsible for administering county policies, budgets, and services in Hancock County, Indiana.
  • E. Montgomery County Planning Department
    The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
  • 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: Hancock County Planning and Zoning Department
Triple: [Hancock County government, hasDepartment, Hancock County Planning and Zoning Department]
Generated description
The Hancock County Planning and Zoning Department is the local government agency responsible for managing land use, development review, and zoning regulations within Hancock County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hancock County Planning and Zoning Department
Target entity description: The Hancock County Planning and Zoning Department is the local government agency responsible for managing land use, development review, and zoning regulations within Hancock County.
  • A. Hancock County government
    Hancock County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Hancock County, Mississippi, including Pearlington.
  • B. Hancock County government
    Hancock County government is the local administrative authority responsible for providing public services, enforcing county regulations, and managing civic affairs in Hancock County, Tennessee.
  • C. Hancock County Commission
    The Hancock County Commission is the elected governing body responsible for administering county-level services, budgets, and policies in Hancock County, West Virginia.
  • D. Hancock County Board of Commissioners
    The Hancock County Board of Commissioners is the primary elected governing body responsible for administering county policies, budgets, and services in Hancock County, Indiana.
  • E. Montgomery County Planning Department
    The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5264ce5948190b57baa2ea71297a9 completed April 19, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fe7cb0481908266ee813d99cf87 completed May 13, 2026, 5:45 a.m.
NEDg Description generation batch_6a04118472a08190b450dfe756475687 completed May 13, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0412b3f2288190a4090ae5363f7d9f completed May 13, 2026, 5:57 a.m.
Created at: April 10, 2026, 11:31 a.m.