Triple
T18160053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oscoda County, Michigan |
E434733
|
entity |
| Predicate | hasRiver |
P165
|
FINISHED |
| Object |
Big Creek (Oscoda County, Michigan)
Big Creek (Oscoda County, Michigan) is a small river in northeastern Michigan that flows through Oscoda County as part of the region’s inland waterway system.
|
E1309061
|
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: Big Creek (Oscoda County, Michigan) | Statement: [Oscoda County, Michigan, hasRiver, Big Creek (Oscoda County, Michigan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Big Creek (Oscoda County, Michigan) Context triple: [Oscoda County, Michigan, hasRiver, Big Creek (Oscoda County, Michigan)]
-
A.
Big Creek Township, Michigan
Big Creek Township, Michigan is a rural civil township in Oscoda County known for its forests, outdoor recreation, and the unincorporated community of Mio.
-
B.
Cedar Creek (Barry County, Michigan)
Cedar Creek is a stream in Barry County, Michigan, that forms part of the local watershed as a minor watercourse feeding into the larger Thornapple River system.
-
C.
Fleming Creek (Michigan)
Fleming Creek is a small tributary stream in southeastern Michigan that flows through Washtenaw County before joining the Huron River.
-
D.
Trout Creek, Michigan
Trout Creek, Michigan is a small unincorporated community and census-designated place in Michigan’s Upper Peninsula, known for its rural setting and outdoor recreation opportunities.
-
E.
Coles Creek, Michigan
Coles Creek, Michigan is a small community or locality situated within Portage Charter Township in Michigan’s Upper Peninsula.
- 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: Big Creek (Oscoda County, Michigan) Triple: [Oscoda County, Michigan, hasRiver, Big Creek (Oscoda County, Michigan)]
Generated description
Big Creek (Oscoda County, Michigan) is a small river in northeastern Michigan that flows through Oscoda County as part of the region’s inland waterway system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Big Creek (Oscoda County, Michigan) Target entity description: Big Creek (Oscoda County, Michigan) is a small river in northeastern Michigan that flows through Oscoda County as part of the region’s inland waterway system.
-
A.
Big Creek Township, Michigan
Big Creek Township, Michigan is a rural civil township in Oscoda County known for its forests, outdoor recreation, and the unincorporated community of Mio.
-
B.
Cedar Creek (Barry County, Michigan)
Cedar Creek is a stream in Barry County, Michigan, that forms part of the local watershed as a minor watercourse feeding into the larger Thornapple River system.
-
C.
Fleming Creek (Michigan)
Fleming Creek is a small tributary stream in southeastern Michigan that flows through Washtenaw County before joining the Huron River.
-
D.
Trout Creek, Michigan
Trout Creek, Michigan is a small unincorporated community and census-designated place in Michigan’s Upper Peninsula, known for its rural setting and outdoor recreation opportunities.
-
E.
Coles Creek, Michigan
Coles Creek, Michigan is a small community or locality situated within Portage Charter Township in Michigan’s Upper Peninsula.
- 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_69d8b90b7a188190b3fc7b8d4a6cd20a |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dec0e0388190af11ac167411da96 |
completed | April 19, 2026, 1:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a038fbeb73c81909fd3ce75e4b37ae5 |
completed | May 12, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_6a039064e8708190b176eaa15eab97e6 |
completed | May 12, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039126d58c8190882d3171bf388a10 |
completed | May 12, 2026, 8:44 p.m. |
Created at: April 10, 2026, 10:30 a.m.