Triple
T9638335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheboygan County, Michigan |
E232992
|
entity |
| Predicate | hasRiver |
P165
|
FINISHED |
| Object |
Black River (Cheboygan County, Michigan)
Black River (Cheboygan County, Michigan) is a northern Michigan waterway that flows through forested and rural landscapes before emptying into the Cheboygan River system, supporting local recreation and wildlife habitats.
|
E811416
|
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: Black River (Cheboygan County, Michigan) | Statement: [Cheboygan County, Michigan, hasRiver, Black River (Cheboygan County, Michigan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black River (Cheboygan County, Michigan) Context triple: [Cheboygan County, Michigan, hasRiver, Black River (Cheboygan County, Michigan)]
-
A.
Black River (St. Clair County, Michigan)
Black River (St. Clair County, Michigan) is a tributary of the St. Clair River that flows through the city of Port Huron and is a key waterway in Michigan’s Blue Water Area.
-
B.
Black River (Michigan)
Black River (Michigan) is a river in northern Michigan that flows through the largely undeveloped Pigeon River Country State Forest, known for its scenic, forested surroundings and outdoor recreation opportunities.
-
C.
Coldwater River (Michigan)
Coldwater River (Michigan) is a freshwater stream in western Michigan that flows through rural landscapes and small communities before joining the Thornapple River.
-
D.
Maple River (Michigan)
Maple River (Michigan) is a tributary waterway in the Lower Peninsula that contributes to the Grand River watershed.
-
E.
Sturgeon River (Michigan)
Sturgeon River (Michigan) is a fast-flowing, cold-water river in northern Michigan known for its clear waters, trout fishing, and popularity among paddlers.
- 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: Black River (Cheboygan County, Michigan) Triple: [Cheboygan County, Michigan, hasRiver, Black River (Cheboygan County, Michigan)]
Generated description
Black River (Cheboygan County, Michigan) is a northern Michigan waterway that flows through forested and rural landscapes before emptying into the Cheboygan River system, supporting local recreation and wildlife habitats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black River (Cheboygan County, Michigan) Target entity description: Black River (Cheboygan County, Michigan) is a northern Michigan waterway that flows through forested and rural landscapes before emptying into the Cheboygan River system, supporting local recreation and wildlife habitats.
-
A.
Black River (St. Clair County, Michigan)
Black River (St. Clair County, Michigan) is a tributary of the St. Clair River that flows through the city of Port Huron and is a key waterway in Michigan’s Blue Water Area.
-
B.
Black River (Michigan)
Black River (Michigan) is a river in northern Michigan that flows through the largely undeveloped Pigeon River Country State Forest, known for its scenic, forested surroundings and outdoor recreation opportunities.
-
C.
Coldwater River (Michigan)
Coldwater River (Michigan) is a freshwater stream in western Michigan that flows through rural landscapes and small communities before joining the Thornapple River.
-
D.
Maple River (Michigan)
Maple River (Michigan) is a tributary waterway in the Lower Peninsula that contributes to the Grand River watershed.
-
E.
Sturgeon River (Michigan)
Sturgeon River (Michigan) is a fast-flowing, cold-water river in northern Michigan known for its clear waters, trout fishing, and popularity among paddlers.
- 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_69ca848a5a908190aad251f4137b0c3a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b51b08081908e30744607b28953 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18243cfdc81908ecdf039c38de478 |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d182cb723881909f29b6a875e99da1 |
completed | April 4, 2026, 9:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1833692788190990ad426b6502488 |
completed | April 4, 2026, 9:31 p.m. |
Created at: March 30, 2026, 8:11 p.m.