Triple

T4651857
Position Surface form Disambiguated ID Type / Status
Subject DeKalb E102311 entity
Predicate hasMajorRoad P385 FINISHED
Object Illinois Route 23
Illinois Route 23 is a north–south state highway in northern Illinois that connects several communities, including the city of DeKalb, and serves as a key regional transportation corridor.
 E471346 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 23 | Statement: [DeKalb, hasMajorRoad, Illinois Route 23]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 23
Context triple: [DeKalb, hasMajorRoad, Illinois Route 23]
  • A. Illinois Route 21
    Illinois Route 21 is a state highway in northeastern Illinois that runs through several suburbs north of Chicago, including Lincolnshire.
  • B. Illinois Route 22
    Illinois Route 22 is an east–west state highway in northeastern Illinois that connects several suburbs northwest of Chicago.
  • 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 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous suburbs of Chicago.
  • E. 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.
  • 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 23
Triple: [DeKalb, hasMajorRoad, Illinois Route 23]
Generated description
Illinois Route 23 is a north–south state highway in northern Illinois that connects several communities, including the city of DeKalb, and serves as a key regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 23
Target entity description: Illinois Route 23 is a north–south state highway in northern Illinois that connects several communities, including the city of DeKalb, and serves as a key regional transportation corridor.
  • A. Illinois Route 21
    Illinois Route 21 is a state highway in northeastern Illinois that runs through several suburbs north of Chicago, including Lincolnshire.
  • B. Illinois Route 22
    Illinois Route 22 is an east–west state highway in northeastern Illinois that connects several suburbs northwest of Chicago.
  • 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 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous suburbs of Chicago.
  • E. 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.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd630343f88190954d19fcd18a5864 completed March 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d739e9c8190b7fffe68a3b54de5 completed March 21, 2026, 7:49 a.m.
NEDg Description generation batch_69be4e1891408190adc09699d0347cbd completed March 21, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69be4ef501e081908a75547e9bb52c0c completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:14 p.m.