Triple

T10227040
Position Surface form Disambiguated ID Type / Status
Subject City of Sherman E243231 entity
Predicate hasDepartment P35 FINISHED
Object Planning and Zoning Department of Sherman
The Planning and Zoning Department of Sherman is the municipal agency responsible for guiding land use, development, and zoning regulations within the city of Sherman.
E852900 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: Planning and Zoning Department of Sherman | Statement: [City of Sherman, hasDepartment, Planning and Zoning Department of Sherman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Planning and Zoning Department of Sherman
Context triple: [City of Sherman, hasDepartment, Planning and Zoning Department of Sherman]
  • A. Zionsville Planning and Zoning Department
    The Zionsville Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning regulations within the Town of Zionsville.
  • B. Washington Township board
    The Washington Township board is the elected local governing body responsible for overseeing township services, budgets, and policies in Washington Township, Allen County, Indiana.
  • C. Alexandria Department of Planning and Zoning
    The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
  • D. 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.
  • E. Cascade Township Board
    The Cascade Township Board is the elected local governing body responsible for setting policy, passing ordinances, and overseeing administration and services in Cascade Township, Michigan.
  • 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: Planning and Zoning Department of Sherman
Triple: [City of Sherman, hasDepartment, Planning and Zoning Department of Sherman]
Generated description
The Planning and Zoning Department of Sherman is the municipal agency responsible for guiding land use, development, and zoning regulations within the city of Sherman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Planning and Zoning Department of Sherman
Target entity description: The Planning and Zoning Department of Sherman is the municipal agency responsible for guiding land use, development, and zoning regulations within the city of Sherman.
  • A. Zionsville Planning and Zoning Department
    The Zionsville Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning regulations within the Town of Zionsville.
  • B. Washington Township board
    The Washington Township board is the elected local governing body responsible for overseeing township services, budgets, and policies in Washington Township, Allen County, Indiana.
  • C. Alexandria Department of Planning and Zoning
    The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
  • D. 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.
  • E. Cascade Township Board
    The Cascade Township Board is the elected local governing body responsible for setting policy, passing ordinances, and overseeing administration and services in Cascade Township, Michigan.
  • 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_69d381b0f97c819085c9b45799a5fb7c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d1fa98a48190a5caf6b6003bc14c completed April 7, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f71fb4048190a36f1fe499729332 completed April 9, 2026, 12:47 a.m.
NEDg Description generation batch_69d6fcaa16788190a4c7ef79a78febc6 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd6d705c81908e469068937a79b3 completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:17 a.m.