Triple

T20020300
Position Surface form Disambiguated ID Type / Status
Subject Illinois Route 68 E494837 entity
Predicate easternTerminus P388 FINISHED
Object Interstate 94 in Northfield
Interstate 94 in Northfield is a segment of the major transcontinental freeway I-94 located in the northern suburbs of Chicago, Illinois.
E470207 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: Interstate 94 in Northfield | Statement: [Illinois Route 68, easternTerminus, Interstate 94 in Northfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 94 in Northfield
Context triple: [Illinois Route 68, easternTerminus, Interstate 94 in Northfield]
  • A. Interstate 94 in Northbrook, Illinois
    Interstate 94 in Northbrook, Illinois is a major segment of the I-94 freeway in Chicago’s northern suburbs, carrying regional and commuter traffic between the city and communities to the north and northwest.
  • B. Interstate 90 in Minnesota
    Interstate 90 in Minnesota is the east–west segment of the transcontinental I-90 freeway that runs across the southern part of the state, connecting key cities and serving as a major corridor for regional and cross-country travel.
  • C. Interstate 90 in Illinois
    Interstate 90 in Illinois is a major east–west highway, including the Jane Addams Memorial Tollway and the Kennedy Expressway, that connects the Chicago metropolitan area with Wisconsin to the north and Indiana to the southeast.
  • D. Interstate 394
    Interstate 394 is a short auxiliary Interstate Highway in Minnesota that connects downtown Minneapolis with its western suburbs and serves as a key commuter route.
  • E. Interstate 94 near Elk Mound, Wisconsin
    Interstate 94 near Elk Mound, Wisconsin is a major east–west freeway segment in western Wisconsin that serves as a key regional junction and transportation 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: Interstate 94 in Northfield
Triple: [Illinois Route 68, easternTerminus, Interstate 94 in Northfield]
Generated description
Interstate 94 in Northfield is a segment of the major transcontinental freeway I-94 located in the northern suburbs of Chicago, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 94 in Northfield
Target entity description: Interstate 94 in Northfield is a segment of the major transcontinental freeway I-94 located in the northern suburbs of Chicago, Illinois.
  • A. Interstate 94 in Northbrook, Illinois chosen
    Interstate 94 in Northbrook, Illinois is a major segment of the I-94 freeway in Chicago’s northern suburbs, carrying regional and commuter traffic between the city and communities to the north and northwest.
  • B. Interstate 90 in Minnesota
    Interstate 90 in Minnesota is the east–west segment of the transcontinental I-90 freeway that runs across the southern part of the state, connecting key cities and serving as a major corridor for regional and cross-country travel.
  • C. Interstate 90 in Illinois
    Interstate 90 in Illinois is a major east–west highway, including the Jane Addams Memorial Tollway and the Kennedy Expressway, that connects the Chicago metropolitan area with Wisconsin to the north and Indiana to the southeast.
  • D. Interstate 394
    Interstate 394 is a short auxiliary Interstate Highway in Minnesota that connects downtown Minneapolis with its western suburbs and serves as a key commuter route.
  • E. Interstate 94 near Elk Mound, Wisconsin
    Interstate 94 near Elk Mound, Wisconsin is a major east–west freeway segment in western Wisconsin that serves as a key regional junction and transportation corridor.
  • F. None of above.

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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6623f1598819097ad4fa392540901 completed April 20, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e2af45881909f0d8dfe55bdef8e completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080fcaa49881908016c87f2aeb880f completed May 16, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0813a9147c8190ad9f98ab36b363e2 completed May 16, 2026, 6:50 a.m.
Created at: April 11, 2026, 3:34 p.m.