Triple

T11583540
Position Surface form Disambiguated ID Type / Status
Subject Acme Township, Michigan E274690 entity
Predicate hasZoningAuthority P81366 FINISHED
Object Acme Township Planning Commission
The Acme Township Planning Commission is the local governmental body responsible for guiding land use, development, and zoning decisions within Acme Township, Michigan.
E274690 NE FINISHED

How this triple was built (5 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: Acme Township Planning Commission | Statement: [Acme Township, Michigan, hasZoningAuthority, Acme Township Planning Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Acme Township Planning Commission
Context triple: [Acme Township, Michigan, hasZoningAuthority, Acme Township Planning Commission]
  • A. Acme Township, Michigan
    Acme Township, Michigan is a rural community in northwestern Michigan known for its location along East Grand Traverse Bay and proximity to the city of Traverse City.
  • B. Town of Acton Conservation Commission
    The Town of Acton Conservation Commission is a local governmental body responsible for protecting natural resources and overseeing the management of conservation lands in Acton, Massachusetts.
  • C. 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.
  • D. Union Township Committee
    The Union Township Committee is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal operations in Union Township, Union County, New Jersey.
  • E. Apex Town Council
    Apex Town Council is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal services for the town of Apex, 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: Acme Township Planning Commission
Triple: [Acme Township, Michigan, hasZoningAuthority, Acme Township Planning Commission]
Generated description
The Acme Township Planning Commission is the local governmental body responsible for guiding land use, development, and zoning decisions within Acme Township, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Acme Township Planning Commission
Target entity description: The Acme Township Planning Commission is the local governmental body responsible for guiding land use, development, and zoning decisions within Acme Township, Michigan.
  • A. Acme Township, Michigan chosen
    Acme Township, Michigan is a rural community in northwestern Michigan known for its location along East Grand Traverse Bay and proximity to the city of Traverse City.
  • B. Town of Acton Conservation Commission
    The Town of Acton Conservation Commission is a local governmental body responsible for protecting natural resources and overseeing the management of conservation lands in Acton, Massachusetts.
  • C. 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.
  • D. Union Township Committee
    The Union Township Committee is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal operations in Union Township, Union County, New Jersey.
  • E. Apex Town Council
    Apex Town Council is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal services for the town of Apex, North Carolina.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasZoningAuthority
Context triple: [Acme Township, Michigan, hasZoningAuthority, Acme Township Planning Commission]
  • A. zoningAuthority chosen
    Indicates that an entity has official power or jurisdiction to regulate land use and development within a specified area.
  • B. hasZoningPolicy
    Indicates that a governing body or authority has established or adopted a specific zoning policy that regulates land use or development within its jurisdiction.
  • C. hasZoningApproach
    Indicates the type or method of zoning policy or strategy that is applied to or associated with an entity.
  • D. hasZoningRestriction
    Indicates that an entity is subject to a specific zoning-related limitation or regulatory constraint.
  • E. zoningRole
    Indicates the specific function, restriction, or regulatory status assigned to a property or area under zoning regulations.
  • F. None of above.

Provenance (6 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904db5748190ae5f10ae86ccdf46 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7142d442c8190a48372e0e17db517 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
PD Predicate disambiguation batch_69d85dcbacd0819094d4a1237055affa completed April 10, 2026, 2:17 a.m.
Created at: April 8, 2026, 9:38 p.m.