Triple
T10099708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 41 in Chicago, Illinois |
E215966
|
entity |
| Predicate | majorJunctionWith |
P1018
|
FINISHED |
| Object |
Illinois Route 64 in Chicago
Illinois Route 64 in Chicago is a key east–west state highway that runs along North Avenue, connecting multiple neighborhoods and intersecting several major north–south routes on the city’s North Side.
|
E841153
|
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 64 in Chicago | Statement: [U.S. Route 41 in Chicago, Illinois, majorJunctionWith, Illinois Route 64 in Chicago]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illinois Route 64 in Chicago Context triple: [U.S. Route 41 in Chicago, Illinois, majorJunctionWith, Illinois Route 64 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.
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.
-
C.
I-90/94 on Chicago South Side
I-90/94 on Chicago’s South Side, commonly known as the Dan Ryan Expressway, is a major multi-lane freeway that serves as a primary north–south traffic artery connecting downtown Chicago with its southern neighborhoods and suburbs.
-
D.
Illinois Route 50 (Cicero Avenue)
Illinois Route 50 (Cicero Avenue) is a significant north–south arterial road in northeastern Illinois that serves as a key commercial and transportation corridor through numerous Chicago-area communities.
-
E.
Interstate 290 in Illinois
Interstate 290 in Illinois is a major auxiliary Interstate Highway serving the Chicago metropolitan area, connecting the city's downtown to its western suburbs.
- 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 64 in Chicago Triple: [U.S. Route 41 in Chicago, Illinois, majorJunctionWith, Illinois Route 64 in Chicago]
Generated description
Illinois Route 64 in Chicago is a key east–west state highway that runs along North Avenue, connecting multiple neighborhoods and intersecting several major north–south routes on the city’s North Side.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Illinois Route 64 in Chicago Target entity description: Illinois Route 64 in Chicago is a key east–west state highway that runs along North Avenue, connecting multiple neighborhoods and intersecting several major north–south routes on the city’s North Side.
-
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.
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.
-
C.
I-90/94 on Chicago South Side
I-90/94 on Chicago’s South Side, commonly known as the Dan Ryan Expressway, is a major multi-lane freeway that serves as a primary north–south traffic artery connecting downtown Chicago with its southern neighborhoods and suburbs.
-
D.
Illinois Route 50 (Cicero Avenue)
Illinois Route 50 (Cicero Avenue) is a significant north–south arterial road in northeastern Illinois that serves as a key commercial and transportation corridor through numerous Chicago-area communities.
-
E.
Interstate 290 in Illinois
Interstate 290 in Illinois is a major auxiliary Interstate Highway serving the Chicago metropolitan area, connecting the city's downtown to its western suburbs.
- 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.