Triple

T503727
Position Surface form Disambiguated ID Type / Status
Subject Bloomingdale Township, DuPage County, Illinois E10454 entity
Predicate adjacentTo P224 FINISHED
Object Elk Grove Township, Cook County, Illinois
Elk Grove Township, Cook County, Illinois is a suburban township in the Chicago metropolitan area that includes parts of communities such as Elk Grove Village and Des Plaines.
E63447 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: Elk Grove Township, Cook County, Illinois | Statement: [Bloomingdale Township, DuPage County, Illinois, adjacentTo, Elk Grove Township, Cook County, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elk Grove Township, Cook County, Illinois
Context triple: [Bloomingdale Township, DuPage County, Illinois, adjacentTo, Elk Grove Township, Cook County, Illinois]
  • A. Downers Grove Township, DuPage County, Illinois
    Downers Grove Township, DuPage County, Illinois is a suburban civil township in northeastern Illinois that includes parts of several communities in the Chicago metropolitan area.
  • B. Naperville Township, DuPage County, Illinois
    Naperville Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of the city of Naperville and provides township-level services to its residents.
  • C. York Township, DuPage County, Illinois
    York Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that provides municipal services to several communities within DuPage County.
  • D. Glen Ellyn, Illinois
    Glen Ellyn, Illinois is a suburban village west of Chicago known for its historic downtown, scenic parks, and residential character within DuPage County.
  • E. Downers Grove Township
    Downers Grove Township is a local governmental subdivision in DuPage County, Illinois, encompassing several communities in the western suburbs of Chicago.
  • 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: Elk Grove Township, Cook County, Illinois
Triple: [Bloomingdale Township, DuPage County, Illinois, adjacentTo, Elk Grove Township, Cook County, Illinois]
Generated description
Elk Grove Township, Cook County, Illinois is a suburban township in the Chicago metropolitan area that includes parts of communities such as Elk Grove Village and Des Plaines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elk Grove Township, Cook County, Illinois
Target entity description: Elk Grove Township, Cook County, Illinois is a suburban township in the Chicago metropolitan area that includes parts of communities such as Elk Grove Village and Des Plaines.
  • A. Downers Grove Township, DuPage County, Illinois
    Downers Grove Township, DuPage County, Illinois is a suburban civil township in northeastern Illinois that includes parts of several communities in the Chicago metropolitan area.
  • B. Naperville Township, DuPage County, Illinois
    Naperville Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that includes parts of the city of Naperville and provides township-level services to its residents.
  • C. York Township, DuPage County, Illinois
    York Township, DuPage County, Illinois is a local governmental subdivision in northeastern Illinois that provides municipal services to several communities within DuPage County.
  • D. Glen Ellyn, Illinois
    Glen Ellyn, Illinois is a suburban village west of Chicago known for its historic downtown, scenic parks, and residential character within DuPage County.
  • E. Downers Grove Township
    Downers Grove Township is a local governmental subdivision in DuPage County, Illinois, encompassing several communities in the western suburbs of Chicago.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1357738819085eae6c10fa2fca9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4984d3a4881909b4bec4c9b7dcd03 completed March 1, 2026, 7:49 p.m.
NEDg Description generation batch_69a49c5d940c8190802f51ddd722913d completed March 1, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69a49dc00084819088f75c7ff9d93f94 completed March 1, 2026, 8:12 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.