Triple
T2320288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Michigan |
E51163
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Cheboygan
Cheboygan is a small city in northern Michigan known as a gateway to the Inland Waterway and Lake Huron, with a history tied to lumbering and maritime activity.
|
E257442
|
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: Cheboygan | Statement: [Northern Michigan, hasPart, Cheboygan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheboygan Context triple: [Northern Michigan, hasPart, Cheboygan]
-
A.
Manistee
Manistee is a small city and popular lakeside destination on the shores of Lake Michigan in northwestern Michigan, known for its historic downtown and scenic natural surroundings.
-
B.
Menominee, Michigan
Menominee, Michigan is a small city at the southern tip of Michigan’s Upper Peninsula on the shores of Green Bay, known for its historic lumber industry and waterfront location.
-
C.
Otsego
Otsego is a small city in southwestern Michigan known historically for its paper mills and location along the Kalamazoo River.
-
D.
Big Bay, Michigan
Big Bay, Michigan is a small unincorporated community and popular outdoor recreation area on the shores of Lake Superior in Michigan's Upper Peninsula.
-
E.
Manitowaning
Manitowaning is a small historic community on Manitoulin Island in Ontario, Canada, known as one of the island’s earliest European settlements and a local service and cultural centre.
- 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: Cheboygan Triple: [Northern Michigan, hasPart, Cheboygan]
Generated description
Cheboygan is a small city in northern Michigan known as a gateway to the Inland Waterway and Lake Huron, with a history tied to lumbering and maritime activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheboygan Target entity description: Cheboygan is a small city in northern Michigan known as a gateway to the Inland Waterway and Lake Huron, with a history tied to lumbering and maritime activity.
-
A.
Manistee
Manistee is a small city and popular lakeside destination on the shores of Lake Michigan in northwestern Michigan, known for its historic downtown and scenic natural surroundings.
-
B.
Menominee, Michigan
Menominee, Michigan is a small city at the southern tip of Michigan’s Upper Peninsula on the shores of Green Bay, known for its historic lumber industry and waterfront location.
-
C.
Otsego
Otsego is a small city in southwestern Michigan known historically for its paper mills and location along the Kalamazoo River.
-
D.
Big Bay, Michigan
Big Bay, Michigan is a small unincorporated community and popular outdoor recreation area on the shores of Lake Superior in Michigan's Upper Peninsula.
-
E.
Manitowaning
Manitowaning is a small historic community on Manitoulin Island in Ontario, Canada, known as one of the island’s earliest European settlements and a local service and cultural centre.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc632474c8190972b4611a3a4ff8f |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae96139e688190847bfa872bd08ed4 |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae971aa3bc8190b0b8b216106dca90 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9795cf048190bc7a01ef86c12138 |
completed | March 9, 2026, 9:49 a.m. |
Created at: March 4, 2026, 7:49 p.m.