Triple
T4778048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Holland, Michigan |
E106099
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
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.
|
E478488
|
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 196 | Statement: [City of Holland, Michigan, transportation, Michigan State Highway 196]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway 196 Context triple: [City of Holland, Michigan, transportation, Michigan State Highway 196]
-
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 40
Michigan State Highway 40 is a state trunkline route in Michigan that serves as a regional connector in the western part of the state, linking communities and facilitating access to larger highways and local destinations.
-
C.
Michigan State Highway 35
Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
-
D.
Michigan State Highway 60
Michigan State Highway 60 is an east–west state trunkline highway in southern Michigan that connects several communities between the Jackson and Three Rivers areas.
-
E.
Michigan State Highway 50
Michigan State Highway 50 is a state trunkline highway in southern Michigan that serves as an important east–west route connecting communities in and around Jackson.
- 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 196 Triple: [City of Holland, Michigan, transportation, Michigan State Highway 196]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway 196 Target entity description: 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.
-
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 40
Michigan State Highway 40 is a state trunkline route in Michigan that serves as a regional connector in the western part of the state, linking communities and facilitating access to larger highways and local destinations.
-
C.
Michigan State Highway 35
Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
-
D.
Michigan State Highway 60
Michigan State Highway 60 is an east–west state trunkline highway in southern Michigan that connects several communities between the Jackson and Three Rivers areas.
-
E.
Michigan State Highway 50
Michigan State Highway 50 is a state trunkline highway in southern Michigan that serves as an important east–west route connecting communities in and around Jackson.
- 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_69bd43f3074c8190937e7b0a457fe9f1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd658942e481908570cfec77fe4a4b |
completed | March 20, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6f9b91408190962bfd72962b9008 |
completed | March 21, 2026, 10:14 a.m. |
| NEDg | Description generation | batch_69be7095dc8c8190bdda64e99232fe1e |
completed | March 21, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be710df238819085b0a873e23ecfd9 |
completed | March 21, 2026, 10:21 a.m. |
Created at: March 20, 2026, 1:21 p.m.