Triple

T3443751
Position Surface form Disambiguated ID Type / Status
Subject Waukegan, Illinois E72624 entity
Predicate hasTransportation P105 FINISHED
Object Illinois Route 131
Illinois Route 131 is a north–south state highway in northeastern Illinois that serves the Waukegan area near the Wisconsin border.
 E358842 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 131 | Statement: [Waukegan, Illinois, hasTransportation, Illinois Route 131]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 131
Context triple: [Waukegan, Illinois, hasTransportation, Illinois Route 131]
  • A. Illinois Route 113
    Illinois Route 113 is a state highway in Illinois that runs along the Kankakee River, connecting several communities in Grundy and neighboring counties.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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 131
Triple: [Waukegan, Illinois, hasTransportation, Illinois Route 131]
Generated description
Illinois Route 131 is a north–south state highway in northeastern Illinois that serves the Waukegan area near the Wisconsin border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 131
Target entity description: Illinois Route 131 is a north–south state highway in northeastern Illinois that serves the Waukegan area near the Wisconsin border.
  • A. Illinois Route 113
    Illinois Route 113 is a state highway in Illinois that runs along the Kankakee River, connecting several communities in Grundy and neighboring counties.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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_69ad85b05c848190b7a28ceec2bd7b74 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba2a605c8190a0eafdf6f25b1e38 completed March 8, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360da33e081908630e3f29ea01530 completed March 13, 2026, 12:56 a.m.
NEDg Description generation batch_69b3615cf80481908ff305f995d0b176 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b36249b50881909ebae2d35b30cc1c completed March 13, 2026, 1:03 a.m.
Created at: March 8, 2026, 3:16 p.m.