Triple

T23131825
Position Surface form Disambiguated ID Type / Status
Subject Naperville Township E577188 entity
Predicate borderedBy P224 FINISHED
Object Aurora Township
Aurora Township is a local governmental subdivision in Illinois that includes parts of the city of Aurora and surrounding communities in the Chicago metropolitan area.
E1584140 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: Aurora Township | Statement: [Naperville Township, borderedBy, Aurora Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aurora Township
Context triple: [Naperville Township, borderedBy, Aurora Township]
  • A. Augusta Township
    Augusta Township is a civil township in Washtenaw County, Michigan, forming part of the broader Ann Arbor metropolitan region.
  • B. Augusta Township
    Augusta Township is a rural municipality in eastern Ontario, Canada, situated along the St. Lawrence River within the United Counties of Leeds and Grenville.
  • C. Laird Township
    Laird Township is a small rural municipality in Ontario, Canada, located near Sault Ste. Marie in the Algoma District.
  • D. 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.
  • E. Sylvania Township
    Sylvania Township is a suburban township in northwest Ohio that serves as a residential and commercial community within the Toledo metropolitan area.
  • 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: Aurora Township
Triple: [Naperville Township, borderedBy, Aurora Township]
Generated description
Aurora Township is a local governmental subdivision in Illinois that includes parts of the city of Aurora and surrounding communities in the Chicago metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aurora Township
Target entity description: Aurora Township is a local governmental subdivision in Illinois that includes parts of the city of Aurora and surrounding communities in the Chicago metropolitan area.
  • A. Augusta Township
    Augusta Township is a civil township in Washtenaw County, Michigan, forming part of the broader Ann Arbor metropolitan region.
  • B. Augusta Township
    Augusta Township is a rural municipality in eastern Ontario, Canada, situated along the St. Lawrence River within the United Counties of Leeds and Grenville.
  • C. Laird Township
    Laird Township is a small rural municipality in Ontario, Canada, located near Sault Ste. Marie in the Algoma District.
  • D. 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.
  • E. Sylvania Township
    Sylvania Township is a suburban township in northwest Ohio that serves as a residential and commercial community within the Toledo metropolitan area.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e88909881908c695cd7d39d380c completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dae063081909334a4607ca227d8 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c6012842881909db4c98a7cf1e0c7 completed May 19, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a0c609b4e108190a8abe634d326f62d completed May 19, 2026, 1:07 p.m.
Created at: April 17, 2026, 4 p.m.