Triple
T8280090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huron-Manistee National Forests |
E193648
|
entity |
| Predicate | nearestCity |
P350
|
FINISHED |
| Object |
Oscoda, Michigan
Oscoda, Michigan is a small lakeside community in northeastern Michigan known as a gateway to outdoor recreation along Lake Huron and the nearby Huron-Manistee National Forests.
|
E874875
|
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, Michigan | Statement: [Huron-Manistee National Forests, nearestCity, Oscoda, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oscoda, Michigan Context triple: [Huron-Manistee National Forests, nearestCity, Oscoda, Michigan]
-
A.
Oden, Michigan
Oden, Michigan is a small unincorporated community and resort area in Emmet County known for its scenic location along the northern shore of Michigan’s Lower Peninsula.
-
B.
Owosso, Michigan
Owosso, Michigan is a small industrial city in Shiawassee County known historically as a regional railroad hub and manufacturing center in central Michigan.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
E.
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.
- 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, Michigan Triple: [Huron-Manistee National Forests, nearestCity, Oscoda, Michigan]
Generated description
Oscoda, Michigan is a small lakeside community in northeastern Michigan known as a gateway to outdoor recreation along Lake Huron and the nearby Huron-Manistee National Forests.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oscoda, Michigan Target entity description: Oscoda, Michigan is a small lakeside community in northeastern Michigan known as a gateway to outdoor recreation along Lake Huron and the nearby Huron-Manistee National Forests.
-
A.
Oden, Michigan
Oden, Michigan is a small unincorporated community and resort area in Emmet County known for its scenic location along the northern shore of Michigan’s Lower Peninsula.
-
B.
Owosso, Michigan
Owosso, Michigan is a small industrial city in Shiawassee County known historically as a regional railroad hub and manufacturing center in central Michigan.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
E.
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.
- 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_69ca82e217a48190880695635c44b2ed |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb79ee66e48190af7058b14f3daac9 |
completed | March 31, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95e38789881909e45e8d0b0489a59 |
completed | April 10, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69d95f508b6481909405f0404246c69e |
completed | April 10, 2026, 8:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9600a29808190af583d2fd696ec6a |
completed | April 10, 2026, 8:39 p.m. |
Created at: March 30, 2026, 5:51 p.m.