Triple

T1128360
Position Surface form Disambiguated ID Type / Status
Subject Des Plaines, Illinois E24771 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
 E156856 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 58 | Statement: [Des Plaines, Illinois, hasMajorHighway, Illinois Route 58]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 58
Context triple: [Des Plaines, Illinois, hasMajorHighway, Illinois Route 58]
  • 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 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.
  • C. 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.
  • 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 58
Triple: [Des Plaines, Illinois, hasMajorHighway, Illinois Route 58]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 58
Target entity description: 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.
  • 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 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.
  • C. 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.
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bbdea9b88190a88da718bf5c1897 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce57fbe081908a2060344c19141d completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69acd06d000481909f6d934e857236f0 completed March 8, 2026, 1:27 a.m.
NED2 Entity disambiguation (via description) batch_69acd17b8c508190812b241d7906992b completed March 8, 2026, 1:31 a.m.
Created at: March 1, 2026, 7:44 p.m.