Triple

T15691734
Position Surface form Disambiguated ID Type / Status
Subject eastern Cook County, Illinois E380346 entity
Predicate contains P35 FINISHED
Object Calumet Township, Cook County, Illinois
Calumet Township, Cook County, Illinois is a local governmental subdivision in the eastern part of Cook County that includes several suburban communities south of Chicago.
E1170758 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: Calumet Township, Cook County, Illinois | Statement: [eastern Cook County, Illinois, contains, Calumet Township, Cook County, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Calumet Township, Cook County, Illinois
Context triple: [eastern Cook County, Illinois, contains, Calumet Township, Cook County, Illinois]
  • A. Palatine Township, Cook County, Illinois
    Palatine Township, Cook County, Illinois is a suburban township in the Chicago metropolitan area that includes the village of Palatine and surrounding communities.
  • B. Barrington Township, Cook County, Illinois
    Barrington Township, Cook County, Illinois is a suburban township in northeastern Illinois that includes the village of Barrington and surrounding communities within the Chicago metropolitan area.
  • C. Thornton Township, Cook County, Illinois
    Thornton Township, Cook County, Illinois is a large civil township in the south suburbs of Chicago that includes several communities such as South Holland and serves as a key local government unit in the region.
  • D. Palos Township, Cook County, Illinois
    Palos Township, Cook County, Illinois is a suburban township southwest of Chicago that includes several communities, forest preserves, and residential areas within Cook County.
  • E. Calumet Park, Illinois
    Calumet Park, Illinois is a small suburban village in Cook County, just south of Chicago, known for its residential character and proximity to major urban amenities.
  • 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: Calumet Township, Cook County, Illinois
Triple: [eastern Cook County, Illinois, contains, Calumet Township, Cook County, Illinois]
Generated description
Calumet Township, Cook County, Illinois is a local governmental subdivision in the eastern part of Cook County that includes several suburban communities south of Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Calumet Township, Cook County, Illinois
Target entity description: Calumet Township, Cook County, Illinois is a local governmental subdivision in the eastern part of Cook County that includes several suburban communities south of Chicago.
  • A. Palatine Township, Cook County, Illinois
    Palatine Township, Cook County, Illinois is a suburban township in the Chicago metropolitan area that includes the village of Palatine and surrounding communities.
  • B. Barrington Township, Cook County, Illinois
    Barrington Township, Cook County, Illinois is a suburban township in northeastern Illinois that includes the village of Barrington and surrounding communities within the Chicago metropolitan area.
  • C. Thornton Township, Cook County, Illinois
    Thornton Township, Cook County, Illinois is a large civil township in the south suburbs of Chicago that includes several communities such as South Holland and serves as a key local government unit in the region.
  • D. Palos Township, Cook County, Illinois
    Palos Township, Cook County, Illinois is a suburban township southwest of Chicago that includes several communities, forest preserves, and residential areas within Cook County.
  • E. Calumet Park, Illinois
    Calumet Park, Illinois is a small suburban village in Cook County, just south of Chicago, known for its residential character and proximity to major urban amenities.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4f5a888190bd3681bcb9bbc02f completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6eebaccc8190a61fb2f9b9bdbcc1 completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff6fb61144819085460226d406161d completed May 9, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff705b1ea08190bf08b99c19715e57 completed May 9, 2026, 5:35 p.m.
Created at: April 10, 2026, 4:44 a.m.