Triple

T4601253
Position Surface form Disambiguated ID Type / Status
Subject Lake Zurich, Illinois E100322 entity
Predicate hasTransportation P105 FINISHED
Object Illinois Route 22
Illinois Route 22 is an east–west state highway in northeastern Illinois that connects several suburbs northwest of Chicago.
 E455942 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 22 | Statement: [Lake Zurich, Illinois, hasTransportation, Illinois Route 22]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 22
Context triple: [Lake Zurich, Illinois, hasTransportation, Illinois Route 22]
  • A. Illinois Route 31
    Illinois Route 31 is a north–south state highway in northeastern Illinois that runs along the Fox River corridor, connecting multiple communities in McHenry and Kane counties.
  • B. Illinois Route 72
    Illinois Route 72 is an east–west state highway in northern Illinois that runs through several communities, including Hampshire, and serves as a regional connector road.
  • C. Illinois Route 47
    Illinois Route 47 is a major north–south state highway in Illinois that runs through multiple counties, including McHenry County, and serves as an important regional transportation corridor.
  • D. Illinois Route 17
    Illinois Route 17 is an east–west state highway in northern Illinois that runs across multiple counties, connecting rural communities and regional routes.
  • E. Illinois Route 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous 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: Illinois Route 22
Triple: [Lake Zurich, Illinois, hasTransportation, Illinois Route 22]
Generated description
Illinois Route 22 is an east–west state highway in northeastern Illinois that connects several suburbs northwest of Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 22
Target entity description: Illinois Route 22 is an east–west state highway in northeastern Illinois that connects several suburbs northwest of Chicago.
  • A. Illinois Route 31
    Illinois Route 31 is a north–south state highway in northeastern Illinois that runs along the Fox River corridor, connecting multiple communities in McHenry and Kane counties.
  • B. Illinois Route 72
    Illinois Route 72 is an east–west state highway in northern Illinois that runs through several communities, including Hampshire, and serves as a regional connector road.
  • C. Illinois Route 47
    Illinois Route 47 is a major north–south state highway in Illinois that runs through multiple counties, including McHenry County, and serves as an important regional transportation corridor.
  • D. Illinois Route 17
    Illinois Route 17 is an east–west state highway in northern Illinois that runs across multiple counties, connecting rural communities and regional routes.
  • E. Illinois Route 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd597346a08190b47eda3b73076f8b completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa60b3348190ac8e28f9e78e1d99 completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfbea628c81908f96e706d650ef9f completed March 21, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc97fc54819093e0cff18a40bde2 completed March 21, 2026, 2:04 a.m.
Created at: March 20, 2026, 1:11 p.m.