Triple

T1165445
Position Surface form Disambiguated ID Type / Status
Subject Skokie, Illinois E24587 entity
Predicate partOf P40 FINISHED
Object Niles Township, Cook County, Illinois
Niles Township, Cook County, Illinois is a suburban township just north of Chicago that includes communities such as Skokie and serves as a local government unit providing services like property assessment and general assistance.
E134317 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: Niles Township, Cook County, Illinois | Statement: [Skokie, Illinois, partOf, Niles Township, Cook County, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niles Township, Cook County, Illinois
Context triple: [Skokie, Illinois, partOf, Niles Township, Cook County, Illinois]
  • A. Niles, Illinois
    Niles, Illinois is a suburban village northwest of Chicago known for its residential character and landmarks like its Leaning Tower replica.
  • 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. Lisle Township, DuPage County, Illinois
    Lisle Township, DuPage County, Illinois is a suburban civil township west of Chicago that includes parts of the communities of Lisle and Naperville.
  • D. 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.
  • E. Palos Park, Illinois
    Palos Park, Illinois is a small, affluent suburban village southwest of Chicago known for its forest preserves, scenic natural areas, and residential character.
  • 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: Niles Township, Cook County, Illinois
Triple: [Skokie, Illinois, partOf, Niles Township, Cook County, Illinois]
Generated description
Niles Township, Cook County, Illinois is a suburban township just north of Chicago that includes communities such as Skokie and serves as a local government unit providing services like property assessment and general assistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niles Township, Cook County, Illinois
Target entity description: Niles Township, Cook County, Illinois is a suburban township just north of Chicago that includes communities such as Skokie and serves as a local government unit providing services like property assessment and general assistance.
  • A. Niles, Illinois
    Niles, Illinois is a suburban village northwest of Chicago known for its residential character and landmarks like its Leaning Tower replica.
  • 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. Lisle Township, DuPage County, Illinois
    Lisle Township, DuPage County, Illinois is a suburban civil township west of Chicago that includes parts of the communities of Lisle and Naperville.
  • D. 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.
  • E. Palos Park, Illinois
    Palos Park, Illinois is a small, affluent suburban village southwest of Chicago known for its forest preserves, scenic natural areas, and residential character.
  • 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_69a494060e148190abb42f971242c197 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bccc62a88190882d8801908015a4 completed March 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac668290008190a5e175c0a2e5feb0 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac6aaa84fc81908130543b14938e41 completed March 7, 2026, 6:12 p.m.
NED2 Entity disambiguation (via description) batch_69ac6b24987c819080e00b49df8f6edb completed March 7, 2026, 6:15 p.m.
Created at: March 1, 2026, 7:45 p.m.