Triple
T2275718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-72 |
E50764
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Oscoda County, Michigan
Oscoda County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, rivers, and outdoor recreation opportunities.
|
E434733
|
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: Oscoda County, Michigan | Statement: [M-72, county, Oscoda County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oscoda County, Michigan Context triple: [M-72, county, Oscoda County, Michigan]
-
A.
Kalkaska County, Michigan
Kalkaska County, Michigan is a rural county in the northern Lower Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
B.
Ottawa County, Michigan
Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
-
C.
Ionia County, Michigan
Ionia County, Michigan is a largely rural county in the central Lower Peninsula known for its agricultural landscape, small towns, and historic correctional facilities.
-
D.
Otsego County, Michigan
Otsego County, Michigan is a county in the northern Lower Peninsula of Michigan known for its outdoor recreation, forests, and the city of Gaylord as its county seat.
-
E.
Crawford County, Michigan
Crawford County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, outdoor recreation, and location along the Muskegon River.
- 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: Oscoda County, Michigan Triple: [M-72, county, Oscoda County, Michigan]
Generated description
Oscoda County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, rivers, and outdoor recreation opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oscoda County, Michigan Target entity description: Oscoda County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, rivers, and outdoor recreation opportunities.
-
A.
Kalkaska County, Michigan
Kalkaska County, Michigan is a rural county in the northern Lower Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
B.
Ottawa County, Michigan
Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
-
C.
Ionia County, Michigan
Ionia County, Michigan is a largely rural county in the central Lower Peninsula known for its agricultural landscape, small towns, and historic correctional facilities.
-
D.
Otsego County, Michigan
Otsego County, Michigan is a county in the northern Lower Peninsula of Michigan known for its outdoor recreation, forests, and the city of Gaylord as its county seat.
-
E.
Crawford County, Michigan
Crawford County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, outdoor recreation, and location along the Muskegon River.
- 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_69b5e4aa62888190a5ef7a617b5ace8d |
completed | March 14, 2026, 10:43 p.m. |
| NEDg | Description generation | batch_69b5e55785bc8190917ff2cd36ea08a9 |
completed | March 14, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e5d8574c81909da3a91d9f927879 |
completed | March 14, 2026, 10:48 p.m. |
Created at: March 4, 2026, 7:48 p.m.