Triple
T2275710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-72 |
E50764
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Grayling, Michigan
Grayling, Michigan is a small city in the northern Lower Peninsula known as a gateway to outdoor recreation, particularly canoeing and fishing on the Au Sable River.
|
E445652
|
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: Grayling, Michigan | Statement: [M-72, passesThrough, Grayling, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grayling, Michigan Context triple: [M-72, passesThrough, Grayling, Michigan]
-
A.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
B.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
C.
Negaunee, Michigan
Negaunee, Michigan is a small city in Michigan's Upper Peninsula known for its iron mining history and location near Marquette.
-
D.
Pinconning, Michigan
Pinconning, Michigan is a small city in Bay County best known for its production of Pinconning cheese and its location near Saginaw Bay.
-
E.
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.
- 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: Grayling, Michigan Triple: [M-72, passesThrough, Grayling, Michigan]
Generated description
Grayling, Michigan is a small city in the northern Lower Peninsula known as a gateway to outdoor recreation, particularly canoeing and fishing on the Au Sable River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grayling, Michigan Target entity description: Grayling, Michigan is a small city in the northern Lower Peninsula known as a gateway to outdoor recreation, particularly canoeing and fishing on the Au Sable River.
-
A.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
B.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
C.
Negaunee, Michigan
Negaunee, Michigan is a small city in Michigan's Upper Peninsula known for its iron mining history and location near Marquette.
-
D.
Pinconning, Michigan
Pinconning, Michigan is a small city in Bay County best known for its production of Pinconning cheese and its location near Saginaw Bay.
-
E.
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.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ecc600819095dd4f69af1d18d8 |
completed | March 7, 2026, 6:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bb60bff62881908ff53b9b02d9c869 |
completed | March 19, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69bb6841dd7881909e946d9965c8509c |
completed | March 19, 2026, 3:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bb68a42af4819089a6502187d6f22b |
completed | March 19, 2026, 3:08 a.m. |
Created at: March 4, 2026, 7:48 p.m.