Triple
T19412876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo, Michigan |
E485632
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
Michigan State Highway 96
Michigan State Highway 96 is a state trunkline highway in Michigan that serves as a key east–west transportation route connecting several communities in the southwestern part of the state.
|
E1398685
|
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: Michigan State Highway 96 | Statement: [Kalamazoo, Michigan, hasMajorHighway, Michigan State Highway 96]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway 96 Context triple: [Kalamazoo, Michigan, hasMajorHighway, Michigan State Highway 96]
-
A.
Michigan State Highway 106
Michigan State Highway 106 is a state trunkline route in Michigan that primarily serves the Jackson County area, connecting local communities and providing regional access.
-
B.
Michigan State Highway 196
Michigan State Highway 196 is a state trunkline route in western Michigan that serves as a key connector between the city of Holland and other regional destinations.
-
C.
Michigan State Highway 55
Michigan State Highway 55 is an east–west state trunkline highway in Michigan’s Lower Peninsula that connects several communities, including passing through Cadillac.
-
D.
Michigan State Highway 72
Michigan State Highway 72 is an east–west state trunkline highway in northern Michigan that connects several communities across the Lower Peninsula.
-
E.
Michigan State Highway 115
Michigan State Highway 115 is a state trunkline highway in Michigan that runs through the northwestern Lower Peninsula, connecting several rural communities and serving as a regional route near Cadillac.
- 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: Michigan State Highway 96 Triple: [Kalamazoo, Michigan, hasMajorHighway, Michigan State Highway 96]
Generated description
Michigan State Highway 96 is a state trunkline highway in Michigan that serves as a key east–west transportation route connecting several communities in the southwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway 96 Target entity description: Michigan State Highway 96 is a state trunkline highway in Michigan that serves as a key east–west transportation route connecting several communities in the southwestern part of the state.
-
A.
Michigan State Highway 106
Michigan State Highway 106 is a state trunkline route in Michigan that primarily serves the Jackson County area, connecting local communities and providing regional access.
-
B.
Michigan State Highway 196
Michigan State Highway 196 is a state trunkline route in western Michigan that serves as a key connector between the city of Holland and other regional destinations.
-
C.
Michigan State Highway 55
Michigan State Highway 55 is an east–west state trunkline highway in Michigan’s Lower Peninsula that connects several communities, including passing through Cadillac.
-
D.
Michigan State Highway 72
Michigan State Highway 72 is an east–west state trunkline highway in northern Michigan that connects several communities across the Lower Peninsula.
-
E.
Michigan State Highway 115
Michigan State Highway 115 is a state trunkline highway in Michigan that runs through the northwestern Lower Peninsula, connecting several rural communities and serving as a regional route near Cadillac.
- 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62af77eb481909fcfb6cdde1e8580 |
completed | April 20, 2026, 1:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07d4212b448190952cbd0e9772f115 |
completed | May 16, 2026, 2:19 a.m. |
| NEDg | Description generation | batch_6a07d78536a48190b70aa3d14c9f0085 |
completed | May 16, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07d7ec4fb08190a2a45fe9e2113699 |
completed | May 16, 2026, 2:35 a.m. |
Created at: April 10, 2026, 1:37 p.m.