Triple

T22156102
Position Surface form Disambiguated ID Type / Status
Subject Shaler Township, Pennsylvania E547541 entity
Predicate hasGovernmentBody P2820 FINISHED
Object Shaler Township Board of Commissioners
The Shaler Township Board of Commissioners is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal services in Shaler Township, Pennsylvania.
 E1522173 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: Shaler Township Board of Commissioners | Statement: [Shaler Township, Pennsylvania, hasGovernmentBody, Shaler Township Board of Commissioners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shaler Township Board of Commissioners
Context triple: [Shaler Township, Pennsylvania, hasGovernmentBody, Shaler Township Board of Commissioners]
  • A. Shelby Township Board of Trustees
    The Shelby Township Board of Trustees is the elected legislative and executive body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Shelby Township, Michigan.
  • B. Sylvan Township Board
    The Sylvan Township Board is the elected governing body responsible for setting policy, overseeing services, and managing the administration and budget of Sylvan Township, Michigan.
  • C. 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.
  • D. Oakland Township Board of Trustees
    The Oakland Township Board of Trustees is the elected governing body responsible for setting policy, overseeing local services, and managing the budget for Oakland Township, Michigan.
  • E. Park Township Board
    The Park Township Board is the elected municipal governing council responsible for setting policies, budgets, and local ordinances for Park 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: Shaler Township Board of Commissioners
Triple: [Shaler Township, Pennsylvania, hasGovernmentBody, Shaler Township Board of Commissioners]
Generated description
The Shaler Township Board of Commissioners is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal services in Shaler Township, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shaler Township Board of Commissioners
Target entity description: The Shaler Township Board of Commissioners is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal services in Shaler Township, Pennsylvania.
  • A. Shelby Township Board of Trustees
    The Shelby Township Board of Trustees is the elected legislative and executive body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Shelby Township, Michigan.
  • B. Sylvan Township Board
    The Sylvan Township Board is the elected governing body responsible for setting policy, overseeing services, and managing the administration and budget of Sylvan Township, Michigan.
  • C. 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.
  • D. Oakland Township Board of Trustees
    The Oakland Township Board of Trustees is the elected governing body responsible for setting policy, overseeing local services, and managing the budget for Oakland Township, Michigan.
  • E. Park Township Board
    The Park Township Board is the elected municipal governing council responsible for setting policies, budgets, and local ordinances for Park 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12a29eb848190b0531ce7e45b1003 completed April 28, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a970c925481908d8f1135703f7050 completed May 18, 2026, 4:35 a.m.
NEDg Description generation batch_6a0a97e509a88190a7f316cf340d010a completed May 18, 2026, 4:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0a987daa208190bab5b7adec1913e8 completed May 18, 2026, 4:41 a.m.
Created at: April 16, 2026, 8:33 p.m.