Triple

T8102058
Position Surface form Disambiguated ID Type / Status
Subject Pemberton, British Columbia E189136 entity
Predicate hasRecreationalArea P5383 FINISHED
Object Pemberton Valley trails
Pemberton Valley trails are a network of scenic hiking and biking routes in the Pemberton area of British Columbia, known for their mountain and valley landscapes.
E711532 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: Pemberton Valley trails | Statement: [Pemberton, British Columbia, hasRecreationalArea, Pemberton Valley trails]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pemberton Valley trails
Context triple: [Pemberton, British Columbia, hasRecreationalArea, Pemberton Valley trails]
  • A. Warner Valley Trail
    Warner Valley Trail is a hiking route in Warner Valley, likely offering access to the area’s natural scenery, wildlife, and outdoor recreation opportunities.
  • B. Enchanted Valley Trail
    Enchanted Valley Trail is a popular hiking route in Washington’s Olympic National Park that follows the Quinault River through lush temperate rainforest to a scenic valley of waterfalls and historic backcountry structures.
  • C. Pine Mountain Trail
    Pine Mountain Trail is a popular long-distance hiking route in western Georgia known for its scenic ridges, hardwood forests, and overlooks within and around F.D. Roosevelt State Park.
  • D. Pine Creek Trail
    Pine Creek Trail is a hiking path in Colorado’s Curecanti National Recreation Area known for its steep descent to the Gunnison River and scenic canyon views.
  • E. High Pines Trail
    High Pines Trail is a hiking route in Bon Echo Provincial Park known for its forested terrain and scenic views of the surrounding landscape.
  • 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: Pemberton Valley trails
Triple: [Pemberton, British Columbia, hasRecreationalArea, Pemberton Valley trails]
Generated description
Pemberton Valley trails are a network of scenic hiking and biking routes in the Pemberton area of British Columbia, known for their mountain and valley landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pemberton Valley trails
Target entity description: Pemberton Valley trails are a network of scenic hiking and biking routes in the Pemberton area of British Columbia, known for their mountain and valley landscapes.
  • A. Warner Valley Trail
    Warner Valley Trail is a hiking route in Warner Valley, likely offering access to the area’s natural scenery, wildlife, and outdoor recreation opportunities.
  • B. Enchanted Valley Trail
    Enchanted Valley Trail is a popular hiking route in Washington’s Olympic National Park that follows the Quinault River through lush temperate rainforest to a scenic valley of waterfalls and historic backcountry structures.
  • C. Pine Mountain Trail
    Pine Mountain Trail is a popular long-distance hiking route in western Georgia known for its scenic ridges, hardwood forests, and overlooks within and around F.D. Roosevelt State Park.
  • D. Pine Creek Trail
    Pine Creek Trail is a hiking path in Colorado’s Curecanti National Recreation Area known for its steep descent to the Gunnison River and scenic canyon views.
  • E. High Pines Trail
    High Pines Trail is a hiking route in Bon Echo Provincial Park known for its forested terrain and scenic views of the surrounding landscape.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bd91408190880293dfdce8bef7 completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc642095a08190bcf90e6470e127cc completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68d9032c8190af6c5ff64fe46aff completed April 1, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cc69f6bb308190a95df95d1a67cfec completed April 1, 2026, 12:42 a.m.
Created at: March 30, 2026, 5:31 p.m.