Triple
T18933051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toluca, Illinois |
E463163
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object |
Illinois Route 18
Illinois Route 18 is an east–west state highway in central Illinois that connects several small communities and rural areas to larger regional routes.
|
E1458868
|
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 18 | Statement: [Toluca, Illinois, transportationAccess, Illinois Route 18]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illinois Route 18 Context triple: [Toluca, Illinois, transportationAccess, Illinois Route 18]
-
A.
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.
-
B.
Illinois Route 16
Illinois Route 16 is an east–west state highway in Illinois that connects several central and southern Illinois communities, including the area around Mattoon.
-
C.
Illinois Route 19
Illinois Route 19 is an east–west state highway in northeastern Illinois that runs through Chicago’s northwest suburbs and serves as a major arterial route for local and commuter traffic.
-
D.
Illinois Route 15
Illinois Route 15 is an east–west state highway in southern Illinois that connects several communities, including the city of Belleville.
-
E.
Illinois Route 13
Illinois Route 13 is a primary east–west state highway in southern Illinois that connects several key cities and serves as a major regional 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: Illinois Route 18 Triple: [Toluca, Illinois, transportationAccess, Illinois Route 18]
Generated description
Illinois Route 18 is an east–west state highway in central Illinois that connects several small communities and rural areas to larger regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Illinois Route 18 Target entity description: Illinois Route 18 is an east–west state highway in central Illinois that connects several small communities and rural areas to larger regional routes.
-
A.
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.
-
B.
Illinois Route 16
Illinois Route 16 is an east–west state highway in Illinois that connects several central and southern Illinois communities, including the area around Mattoon.
-
C.
Illinois Route 19
Illinois Route 19 is an east–west state highway in northeastern Illinois that runs through Chicago’s northwest suburbs and serves as a major arterial route for local and commuter traffic.
-
D.
Illinois Route 15
Illinois Route 15 is an east–west state highway in southern Illinois that connects several communities, including the city of Belleville.
-
E.
Illinois Route 13
Illinois Route 13 is a primary east–west state highway in southern Illinois that connects several key cities and serves as a major regional transportation 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_69d8dcfec90481909e926be9767e5779 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d3e498308190bd1594cca841199c |
completed | April 20, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09276e98588190ad3bdb9d04a19584 |
completed | May 17, 2026, 2:26 a.m. |
| NEDg | Description generation | batch_6a0928a53e3c8190a8e636f5f1387f73 |
completed | May 17, 2026, 2:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0929485ebc8190ab8bc316b3e802ca |
completed | May 17, 2026, 2:34 a.m. |
Created at: April 10, 2026, 11:59 a.m.