Triple

T10099706
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 41 in Chicago, Illinois E215966 entity
Predicate majorJunctionWith P1018 FINISHED
Object U.S. Route 12 in Chicago
U.S. Route 12 in Chicago is a key east–west federal highway corridor that traverses the Chicago metropolitan area, connecting the city with surrounding suburbs and regional routes.
E841152 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: U.S. Route 12 in Chicago | Statement: [U.S. Route 41 in Chicago, Illinois, majorJunctionWith, U.S. Route 12 in Chicago]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 12 in Chicago
Context triple: [U.S. Route 41 in Chicago, Illinois, majorJunctionWith, U.S. Route 12 in Chicago]
  • A. U.S. Route 41 in Chicago, Illinois
    U.S. Route 41 in Chicago, Illinois is a major north–south highway that runs along the city’s lakefront and through several key neighborhoods, serving as an important urban arterial route.
  • B. U.S. Route 20 in Illinois
    U.S. Route 20 in Illinois is a major east–west U.S. highway that traverses northern Illinois, connecting rural areas, suburbs, and cities as part of a cross-country route from the Midwest to the East Coast.
  • C. Illinois Route 61
    Illinois Route 61 is a state highway in western Illinois that runs through rural areas, connecting small communities and providing regional access within Adams County and surrounding counties.
  • D. M-121 (Chicago Drive)
    M-121 (Chicago Drive) is a state trunkline highway in western Michigan that serves as a key commercial and commuter route connecting Grand Rapids with communities to the southwest.
  • E. Illinois Route 100
    Illinois Route 100 is a scenic state highway in Illinois that runs along the Mississippi and Illinois Rivers, forming part of the Great River Road and offering notable riverfront views and access to several small towns and parks.
  • 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: U.S. Route 12 in Chicago
Triple: [U.S. Route 41 in Chicago, Illinois, majorJunctionWith, U.S. Route 12 in Chicago]
Generated description
U.S. Route 12 in Chicago is a key east–west federal highway corridor that traverses the Chicago metropolitan area, connecting the city with surrounding suburbs and regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 12 in Chicago
Target entity description: U.S. Route 12 in Chicago is a key east–west federal highway corridor that traverses the Chicago metropolitan area, connecting the city with surrounding suburbs and regional routes.
  • A. U.S. Route 41 in Chicago, Illinois
    U.S. Route 41 in Chicago, Illinois is a major north–south highway that runs along the city’s lakefront and through several key neighborhoods, serving as an important urban arterial route.
  • B. U.S. Route 20 in Illinois
    U.S. Route 20 in Illinois is a major east–west U.S. highway that traverses northern Illinois, connecting rural areas, suburbs, and cities as part of a cross-country route from the Midwest to the East Coast.
  • C. Illinois Route 61
    Illinois Route 61 is a state highway in western Illinois that runs through rural areas, connecting small communities and providing regional access within Adams County and surrounding counties.
  • D. M-121 (Chicago Drive)
    M-121 (Chicago Drive) is a state trunkline highway in western Michigan that serves as a key commercial and commuter route connecting Grand Rapids with communities to the southwest.
  • E. Illinois Route 100
    Illinois Route 100 is a scenic state highway in Illinois that runs along the Mississippi and Illinois Rivers, forming part of the Great River Road and offering notable riverfront views and access to several small towns and parks.
  • 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_69ca83a4947c8190823a7495dc5d96ed completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd07d686481908d9bb91392954474 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6cb50b08190a0ff42c60d338c79 completed April 5, 2026, 7:23 p.m.
NEDg Description generation batch_69d2b7aecdb081909f651c1bc1bcfd75 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b86bf8948190a79046efadc4adea completed April 5, 2026, 7:30 p.m.
Created at: March 30, 2026, 9:02 p.m.