Triple

T8745936
Position Surface form Disambiguated ID Type / Status
Subject Coleman–Deming route E207827 entity
Predicate startingTrailhead P34762 FINISHED
Object Heliotrope Ridge trailhead
Heliotrope Ridge trailhead is a popular access point in Washington’s North Cascades used by hikers and climbers heading toward Mount Baker’s glaciers and summit routes.
E755064 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: Heliotrope Ridge trailhead | Statement: [Coleman–Deming route, startingTrailhead, Heliotrope Ridge trailhead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heliotrope Ridge trailhead
Context triple: [Coleman–Deming route, startingTrailhead, Heliotrope Ridge trailhead]
  • A. Quail Hill Trailhead
    Quail Hill Trailhead is a popular access point to a network of hiking and biking trails in the Quail Hill area of Irvine, California, offering scenic open-space and nature views.
  • B. Howland Avenue trailhead
    Howland Avenue trailhead is a primary public entry point to the hiking trails and scenic overlooks of Mount Beacon in Beacon, New York.
  • C. Panorama Ridge Trail
    Panorama Ridge Trail is a popular alpine hiking route in British Columbia, Canada, known for its challenging ascent and panoramic views over Garibaldi Lake and the surrounding Coast Mountains.
  • D. Maroon Lake trailhead
    Maroon Lake trailhead is a popular starting point for hikes and scenic access to the Maroon Bells area in Colorado’s Rocky Mountains.
  • E. La Besurta trailhead
    La Besurta trailhead is a popular high-mountain starting point in the Spanish Pyrenees used by hikers and climbers to access routes around the Aneto massif and the surrounding Maladeta area.
  • 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: Heliotrope Ridge trailhead
Triple: [Coleman–Deming route, startingTrailhead, Heliotrope Ridge trailhead]
Generated description
Heliotrope Ridge trailhead is a popular access point in Washington’s North Cascades used by hikers and climbers heading toward Mount Baker’s glaciers and summit routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heliotrope Ridge trailhead
Target entity description: Heliotrope Ridge trailhead is a popular access point in Washington’s North Cascades used by hikers and climbers heading toward Mount Baker’s glaciers and summit routes.
  • A. Quail Hill Trailhead
    Quail Hill Trailhead is a popular access point to a network of hiking and biking trails in the Quail Hill area of Irvine, California, offering scenic open-space and nature views.
  • B. Howland Avenue trailhead
    Howland Avenue trailhead is a primary public entry point to the hiking trails and scenic overlooks of Mount Beacon in Beacon, New York.
  • C. Panorama Ridge Trail
    Panorama Ridge Trail is a popular alpine hiking route in British Columbia, Canada, known for its challenging ascent and panoramic views over Garibaldi Lake and the surrounding Coast Mountains.
  • D. Maroon Lake trailhead
    Maroon Lake trailhead is a popular starting point for hikes and scenic access to the Maroon Bells area in Colorado’s Rocky Mountains.
  • E. La Besurta trailhead
    La Besurta trailhead is a popular high-mountain starting point in the Spanish Pyrenees used by hikers and climbers to access routes around the Aneto massif and the surrounding Maladeta area.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d745e0081909cab216593d5c01b completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf43090d388190b6256623805a6348 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf448b65a88190944689160e734866 completed April 3, 2026, 4:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf4578473081909fc55632c366a56a completed April 3, 2026, 4:43 a.m.
Created at: March 30, 2026, 6:39 p.m.