Triple

T6881718
Position Surface form Disambiguated ID Type / Status
Subject Northfield Township High School District 225 E158813 entity
Predicate servesTownship P73924 FINISHED
Object Northfield Township
Northfield Township is a suburban township in Cook County, Illinois, encompassing several North Shore communities just north of Chicago.
E636847 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: Northfield Township | Statement: [Northfield Township High School District 225, servesTownship, Northfield Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northfield Township
Context triple: [Northfield Township High School District 225, servesTownship, Northfield Township]
  • A. Winfield Township
    Winfield Township is a local governmental subdivision, likely in the United States, responsible for providing municipal services and administration to residents within its township boundaries.
  • B. Penfield Township
    Penfield Township is a small rural civil township located in Lorain County in northern Ohio, known for its agricultural character and low-density residential communities.
  • C. Redford Township
    Redford Township is a suburban community in southeastern Michigan that borders the city of Detroit and functions largely as a residential area within the Detroit metropolitan region.
  • D. Clinton Township
    Clinton Township is a large suburban community in Macomb County, Michigan, known for its residential neighborhoods and commercial centers within the greater Detroit metropolitan region.
  • E. Waterford Township
    Waterford Township is a municipality in Camden County, New Jersey, known for its suburban communities and proximity to the Pine Barrens.
  • 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: Northfield Township
Triple: [Northfield Township High School District 225, servesTownship, Northfield Township]
Generated description
Northfield Township is a suburban township in Cook County, Illinois, encompassing several North Shore communities just north of Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northfield Township
Target entity description: Northfield Township is a suburban township in Cook County, Illinois, encompassing several North Shore communities just north of Chicago.
  • A. Winfield Township
    Winfield Township is a local governmental subdivision, likely in the United States, responsible for providing municipal services and administration to residents within its township boundaries.
  • B. Penfield Township
    Penfield Township is a small rural civil township located in Lorain County in northern Ohio, known for its agricultural character and low-density residential communities.
  • C. Redford Township
    Redford Township is a suburban community in southeastern Michigan that borders the city of Detroit and functions largely as a residential area within the Detroit metropolitan region.
  • D. Clinton Township
    Clinton Township is a large suburban community in Macomb County, Michigan, known for its residential neighborhoods and commercial centers within the greater Detroit metropolitan region.
  • E. Waterford Township
    Waterford Township is a municipality in Camden County, New Jersey, known for its suburban communities and proximity to the Pine Barrens.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: servesTownship
Context triple: [Northfield Township High School District 225, servesTownship, Northfield Township]
  • A. hasTownship
    Indicates that one administrative area or jurisdiction includes or is associated with a specific township.
  • B. servesCitizensOf
    Indicates that an entity provides services, support, or functions on behalf of the citizens of a specified place or jurisdiction.
  • C. servesCommune
    Indicates that an entity provides services or functions in support of a particular commune or local municipality.
  • D. servesSuburbsOf
    Indicates that a service, route, or facility provides coverage or support to the suburban areas associated with a particular city or region.
  • E. hasRuralServiceTown
    Indicates that a rural area or region is associated with, and typically receives services from, a specific town that functions as its service center.
  • F. None of above. chosen

Provenance (7 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e90c9481908d00634f67fa71f8 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775348f6081909fb869dae0237ca9 completed March 28, 2026, 6:29 a.m.
NEDg Description generation batch_69c777c607fc81909d73ca6b9c038073 completed March 28, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69c7781fe37c81908c28fb9e65c1559b completed March 28, 2026, 6:41 a.m.
PD Predicate disambiguation batch_69c6d7b53e9881909ec298daa9f1913b completed March 27, 2026, 7:17 p.m.
PDg Predicate description generation batch_69c6d8c48ba48190b8d3aa7b8d22816b completed March 27, 2026, 7:21 p.m.
Created at: March 27, 2026, 2:23 p.m.