Triple
T10901093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheboygan |
E257442
|
entity |
| Predicate | hasFeature |
P182
|
FINISHED |
| Object |
Cheboygan River harbor
Cheboygan River harbor is a waterfront area in Cheboygan, Michigan, serving as a key local hub for boating, shipping, and recreational access to the Cheboygan River and nearby waterways.
|
E257442
|
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: Cheboygan River harbor | Statement: [Cheboygan, hasFeature, Cheboygan River harbor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheboygan River harbor Context triple: [Cheboygan, hasFeature, Cheboygan River harbor]
-
A.
Menominee River harbor
Menominee River harbor is a commercial and recreational harbor at the mouth of the Menominee River on the shore of Lake Michigan, serving the city of Menominee, Michigan and its surrounding region.
-
B.
Escanaba Harbor
Escanaba Harbor is a port facility on Lake Michigan that serves as a key hub for commercial shipping and recreational boating in Escanaba, Michigan.
-
C.
Cheboygan
Cheboygan is a small city in northern Michigan known as a gateway to the Inland Waterway and Lake Huron, with a history tied to lumbering and maritime activity.
-
D.
Port Sanilac, Michigan
Port Sanilac, Michigan is a small lakeside village on the eastern shore of Michigan’s Lower Peninsula, known for its marina, historic lighthouse, and role as a recreational hub on Lake Huron.
-
E.
Keego Harbor, Michigan
Keego Harbor, Michigan is a small lakeside city in southeastern Michigan known for its residential character and proximity to Cass Lake.
- 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: Cheboygan River harbor Triple: [Cheboygan, hasFeature, Cheboygan River harbor]
Generated description
Cheboygan River harbor is a waterfront area in Cheboygan, Michigan, serving as a key local hub for boating, shipping, and recreational access to the Cheboygan River and nearby waterways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheboygan River harbor Target entity description: Cheboygan River harbor is a waterfront area in Cheboygan, Michigan, serving as a key local hub for boating, shipping, and recreational access to the Cheboygan River and nearby waterways.
-
A.
Menominee River harbor
Menominee River harbor is a commercial and recreational harbor at the mouth of the Menominee River on the shore of Lake Michigan, serving the city of Menominee, Michigan and its surrounding region.
-
B.
Escanaba Harbor
Escanaba Harbor is a port facility on Lake Michigan that serves as a key hub for commercial shipping and recreational boating in Escanaba, Michigan.
-
C.
Cheboygan
chosen
Cheboygan is a small city in northern Michigan known as a gateway to the Inland Waterway and Lake Huron, with a history tied to lumbering and maritime activity.
-
D.
Port Sanilac, Michigan
Port Sanilac, Michigan is a small lakeside village on the eastern shore of Michigan’s Lower Peninsula, known for its marina, historic lighthouse, and role as a recreational hub on Lake Huron.
-
E.
Keego Harbor, Michigan
Keego Harbor, Michigan is a small lakeside city in southeastern Michigan known for its residential character and proximity to Cass Lake.
- F. None of above.
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_69d6aa8550c8819095508a2ed9acf3db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d761a3e83c81908dc48c0fb7935da7 |
completed | April 9, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e155306e9081909433522eeecf2b7d |
completed | April 16, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69e174d962ec8190a0ef8442e3414a8d |
completed | April 16, 2026, 11:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e1777c0a308190bb5dc5e64cb51af3 |
completed | April 16, 2026, 11:57 p.m. |
Created at: April 8, 2026, 9:22 p.m.