Triple
T12586263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-89 (Michigan highway) |
E300469
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
city of Otsego, Michigan
The city of Otsego, Michigan, is a small community in Allegan County known for its historic downtown and location along the Kalamazoo River in southwestern Michigan.
|
E992524
|
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: city of Otsego, Michigan | Statement: [M-89 (Michigan highway), passesThrough, city of Otsego, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: city of Otsego, Michigan Context triple: [M-89 (Michigan highway), passesThrough, city of Otsego, Michigan]
-
A.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
-
B.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
-
C.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
-
D.
Copper Harbor, Michigan
Copper Harbor, Michigan is a small, remote community at the northern tip of Michigan’s Keweenaw Peninsula, known as a gateway to outdoor recreation on Lake Superior and nearby wilderness areas.
-
E.
Coldwater, Michigan
Coldwater, Michigan is a small city in south-central Michigan known as a local commercial and service hub for surrounding communities in Branch County.
- 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: city of Otsego, Michigan Triple: [M-89 (Michigan highway), passesThrough, city of Otsego, Michigan]
Generated description
The city of Otsego, Michigan, is a small community in Allegan County known for its historic downtown and location along the Kalamazoo River in southwestern Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: city of Otsego, Michigan Target entity description: The city of Otsego, Michigan, is a small community in Allegan County known for its historic downtown and location along the Kalamazoo River in southwestern Michigan.
-
A.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
-
B.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
-
C.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
-
D.
Copper Harbor, Michigan
Copper Harbor, Michigan is a small, remote community at the northern tip of Michigan’s Keweenaw Peninsula, known as a gateway to outdoor recreation on Lake Superior and nearby wilderness areas.
-
E.
Coldwater, Michigan
Coldwater, Michigan is a small city in south-central Michigan known as a local commercial and service hub for surrounding communities in Branch County.
- 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_69d7bde87b648190bcd0266e9efde098 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954bbe72c8190aa11090bb6b480c9 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ebed164819083fbdaa775a59cd4 |
completed | May 2, 2026, 8:29 p.m. |
| NEDg | Description generation | batch_69f66088890c8190b67a958d7f0822a6 |
completed | May 2, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6613e31fc8190bdb98f91c9e6c967 |
completed | May 2, 2026, 8:40 p.m. |
Created at: April 9, 2026, 5:05 p.m.