Triple

T2226915
Position Surface form Disambiguated ID Type / Status
Subject East Milton E48671 entity
Predicate governedBy P46 FINISHED
Object Milton town government
Milton town government is the municipal authority responsible for local administration, public services, and policymaking for the town of Milton, including the East Milton area.
E246132 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: Milton town government | Statement: [East Milton, governedBy, Milton town government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milton town government
Context triple: [East Milton, governedBy, Milton town government]
  • A. Town of Milton
    The Town of Milton is a rapidly growing suburban community in southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of residential neighborhoods, industrial areas, and access to major transportation routes.
  • B. Milton Police Department
    The Milton Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the town of Milton, Massachusetts.
  • C. Milton, Massachusetts, United States
    Milton, Massachusetts, United States, is a suburban town just south of Boston known for its historic character, affluent residential neighborhoods, and role as the birthplace of several prominent American political figures.
  • D. Milton Public Library
    Milton Public Library is the main public library serving the town of Milton, Massachusetts, providing community access to books, media, and educational programs.
  • E. Milton
    Milton is a common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
  • 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: Milton town government
Triple: [East Milton, governedBy, Milton town government]
Generated description
Milton town government is the municipal authority responsible for local administration, public services, and policymaking for the town of Milton, including the East Milton area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milton town government
Target entity description: Milton town government is the municipal authority responsible for local administration, public services, and policymaking for the town of Milton, including the East Milton area.
  • A. Town of Milton
    The Town of Milton is a rapidly growing suburban community in southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of residential neighborhoods, industrial areas, and access to major transportation routes.
  • B. Milton Police Department
    The Milton Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the town of Milton, Massachusetts.
  • C. Milton, Massachusetts, United States
    Milton, Massachusetts, United States, is a suburban town just south of Boston known for its historic character, affluent residential neighborhoods, and role as the birthplace of several prominent American political figures.
  • D. Milton Public Library
    Milton Public Library is the main public library serving the town of Milton, Massachusetts, providing community access to books, media, and educational programs.
  • E. Milton
    Milton is a rapidly growing town in Southern Ontario, Canada, located within the Greater Toronto Area and known for its suburban communities and proximity to major urban centers.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0411e388190b35e82ad6688bfe3 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6565513081908b1117d16c375aec completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae67387ce08190aca43fdf949e98b2 completed March 9, 2026, 6:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae679aa46c8190a7431f661f65580b completed March 9, 2026, 6:24 a.m.
Created at: March 4, 2026, 7:47 p.m.