Triple

T1293537
Position Surface form Disambiguated ID Type / Status
Subject Calumet City, Illinois E27600 entity
Predicate servedBy P82 FINISHED
Object Illinois Route 83
Illinois Route 83 is a major north–south state highway in northeastern Illinois that connects numerous suburbs in the Chicago metropolitan area.
 E170041 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: Illinois Route 83 | Statement: [Calumet City, Illinois, servedBy, Illinois Route 83]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 83
Context triple: [Calumet City, Illinois, servedBy, Illinois Route 83]
  • A. Illinois Route 53
    Illinois Route 53 is a north–south state highway in northeastern Illinois that serves suburban communities as a major arterial and, in parts, freeway corridor.
  • B. Illinois Route 58
    Illinois Route 58 is a state highway in northeastern Illinois that runs through Chicago’s northwest suburbs, serving as a key east–west arterial route.
  • C. Illinois Route 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous suburbs of Chicago.
  • D. Illinois Route 173
    Illinois Route 173 is an east–west state highway in northern Illinois that runs near the Wisconsin border, connecting several communities across multiple counties.
  • E. Illinois Route 172
    Illinois Route 172 is a state highway in northwestern Illinois that serves as a local connector route, including access to the village of Tampico.
  • 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: Illinois Route 83
Triple: [Calumet City, Illinois, servedBy, Illinois Route 83]
Generated description
Illinois Route 83 is a major north–south state highway in northeastern Illinois that connects numerous suburbs in the Chicago metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 83
Target entity description: Illinois Route 83 is a major north–south state highway in northeastern Illinois that connects numerous suburbs in the Chicago metropolitan area.
  • A. Illinois Route 53
    Illinois Route 53 is a north–south state highway in northeastern Illinois that serves suburban communities as a major arterial and, in parts, freeway corridor.
  • B. Illinois Route 58
    Illinois Route 58 is a state highway in northeastern Illinois that runs through Chicago’s northwest suburbs, serving as a key east–west arterial route.
  • C. Illinois Route 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous suburbs of Chicago.
  • D. Illinois Route 173
    Illinois Route 173 is an east–west state highway in northern Illinois that runs near the Wisconsin border, connecting several communities across multiple counties.
  • E. Illinois Route 172
    Illinois Route 172 is a state highway in northwestern Illinois that serves as a local connector route, including access to the village of Tampico.
  • 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_69a496d6682881909ba658f1c1e0e2b0 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0f09d5c81909e6dc036fe9c5b4a completed March 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1c93bbe8819092dab6a3ed616998 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1ccce8548190bd65a3a380e6d2b7 completed March 8, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad1d4782708190bd472726d42a5cd5 completed March 8, 2026, 6:55 a.m.
Created at: March 1, 2026, 7:51 p.m.