Triple
T7540819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marquette Township, Michigan |
E178268
|
entity |
| Predicate | transportationCorridor |
P385
|
FINISHED |
| Object |
Michigan Highway 28
Michigan Highway 28 is a major east–west state trunkline in Michigan’s Upper Peninsula that connects numerous communities and serves as a key regional transportation route.
|
E676875
|
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 Highway 28 | Statement: [Marquette Township, Michigan, transportationCorridor, Michigan Highway 28]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan Highway 28 Context triple: [Marquette Township, Michigan, transportationCorridor, Michigan Highway 28]
-
A.
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.
-
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 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.
-
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 Highway 28 Triple: [Marquette Township, Michigan, transportationCorridor, Michigan Highway 28]
Generated description
Michigan Highway 28 is a major east–west state trunkline in Michigan’s Upper Peninsula that connects numerous communities and serves as a key regional transportation route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michigan Highway 28 Target entity description: Michigan Highway 28 is a major east–west state trunkline in Michigan’s Upper Peninsula that connects numerous communities and serves as a key regional transportation route.
-
A.
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.
-
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 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.
-
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_69c69f2be3888190a6667a27f8f195e9 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f873b17081908bb70aea0010d072 |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86834713481908400504fb7b49068 |
completed | March 28, 2026, 11:45 p.m. |
| NEDg | Description generation | batch_69c8699f5c008190be32da0a096cbb29 |
completed | March 28, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86abe53b08190b9fbd17d83cbe7c3 |
completed | March 28, 2026, 11:56 p.m. |
Created at: March 27, 2026, 3:48 p.m.