Triple
T2320332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Michigan |
E51163
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Shanty Creek Resorts
Shanty Creek Resorts is a four-season ski and golf resort complex in northern Michigan known for its multiple villages, downhill skiing, golf courses, and year-round recreational activities.
|
E256131
|
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: Shanty Creek Resorts | Statement: [Northern Michigan, hasAttraction, Shanty Creek Resorts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shanty Creek Resorts Context triple: [Northern Michigan, hasAttraction, Shanty Creek Resorts]
-
A.
Keystone Resort
Keystone Resort is a major Colorado ski and snowboard destination in the Rocky Mountains, known for its extensive terrain, family-friendly atmosphere, and night skiing.
-
B.
Whitetail Resort
Whitetail Resort is a ski and snowboard destination in Pennsylvania known for its modern facilities, varied terrain, and proximity to the Washington, D.C. and Baltimore metro areas.
-
C.
Sugar Bowl Resort
Sugar Bowl Resort is a historic Lake Tahoe–area ski resort in California known for its ample snowfall, varied terrain, and classic alpine atmosphere.
-
D.
Solitude Mountain Resort
Solitude Mountain Resort is a ski and snowboard destination in Utah known for its uncrowded slopes, varied terrain, and location in Big Cottonwood Canyon of the Wasatch Mountains.
-
E.
Heavenly Mountain Resort
Heavenly Mountain Resort is a major ski and snowboard destination in the Sierra Nevada known for its expansive terrain, vibrant après-ski scene, and panoramic views of Lake Tahoe.
- 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: Shanty Creek Resorts Triple: [Northern Michigan, hasAttraction, Shanty Creek Resorts]
Generated description
Shanty Creek Resorts is a four-season ski and golf resort complex in northern Michigan known for its multiple villages, downhill skiing, golf courses, and year-round recreational activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shanty Creek Resorts Target entity description: Shanty Creek Resorts is a four-season ski and golf resort complex in northern Michigan known for its multiple villages, downhill skiing, golf courses, and year-round recreational activities.
-
A.
Keystone Resort
Keystone Resort is a major Colorado ski and snowboard destination in the Rocky Mountains, known for its extensive terrain, family-friendly atmosphere, and night skiing.
-
B.
Whitetail Resort
Whitetail Resort is a ski and snowboard destination in Pennsylvania known for its modern facilities, varied terrain, and proximity to the Washington, D.C. and Baltimore metro areas.
-
C.
Sugar Bowl Resort
Sugar Bowl Resort is a historic Lake Tahoe–area ski resort in California known for its ample snowfall, varied terrain, and classic alpine atmosphere.
-
D.
Solitude Mountain Resort
Solitude Mountain Resort is a ski and snowboard destination in Utah known for its uncrowded slopes, varied terrain, and location in Big Cottonwood Canyon of the Wasatch Mountains.
-
E.
Heavenly Mountain Resort
Heavenly Mountain Resort is a major ski and snowboard destination in the Sierra Nevada known for its expansive terrain, vibrant après-ski scene, and panoramic views of Lake Tahoe.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc632474c8190972b4611a3a4ff8f |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae896911908190b53954dbf854cc18 |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8d2dcc8081908d4274b2287ff2b8 |
completed | March 9, 2026, 9:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8d786a648190acf0a14e0d4a120c |
completed | March 9, 2026, 9:06 a.m. |
Created at: March 4, 2026, 7:49 p.m.