Triple

T2068174
Position Surface form Disambiguated ID Type / Status
Subject Aurora, Illinois E45952 entity
Predicate majorHighway P385 FINISHED
Object Illinois Route 25
Illinois Route 25 is a state highway in northeastern Illinois that runs along the east side of the Fox River, connecting several communities including Aurora and Elgin.
 E273148 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 25 | Statement: [Aurora, Illinois, majorHighway, Illinois Route 25]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 25
Context triple: [Aurora, Illinois, majorHighway, Illinois Route 25]
  • A. Illinois Route 19
    Illinois Route 19 is an east–west state highway in northeastern Illinois that runs through Chicago’s northwest suburbs and serves as a major arterial route for local and commuter traffic.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 25
Triple: [Aurora, Illinois, majorHighway, Illinois Route 25]
Generated description
Illinois Route 25 is a state highway in northeastern Illinois that runs along the east side of the Fox River, connecting several communities including Aurora and Elgin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 25
Target entity description: Illinois Route 25 is a state highway in northeastern Illinois that runs along the east side of the Fox River, connecting several communities including Aurora and Elgin.
  • A. Illinois Route 19
    Illinois Route 19 is an east–west state highway in northeastern Illinois that runs through Chicago’s northwest suburbs and serves as a major arterial route for local and commuter traffic.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69a8891b38288190abd572ccad9b6928 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f362f48190b1b0e560424c3aef completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f72ad8c81909da734f6316f747f completed March 9, 2026, 7:28 p.m.
NEDg Description generation batch_69af21e9efd08190829bd7c4b1c50695 completed March 9, 2026, 7:39 p.m.
NED2 Entity disambiguation (via description) batch_69af22d6a7d4819093640b2797167c46 completed March 9, 2026, 7:43 p.m.
Created at: March 4, 2026, 7:41 p.m.