Triple

T12441372
Position Surface form Disambiguated ID Type / Status
Subject Yosemite National Park road network E297277 entity
Predicate providesAccessTo P1985 FINISHED
Object Tuolumne Meadows trailheads
Tuolumne Meadows trailheads are popular high-country starting points in Yosemite National Park that provide access to numerous alpine hikes, lakes, and backcountry routes in the Sierra Nevada.
E984345 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: Tuolumne Meadows trailheads | Statement: [Yosemite National Park road network, providesAccessTo, Tuolumne Meadows trailheads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuolumne Meadows trailheads
Context triple: [Yosemite National Park road network, providesAccessTo, Tuolumne Meadows trailheads]
  • A. Stough Canyon trailheads
    Stough Canyon trailheads are popular entry points for hiking and outdoor recreation that provide access to the network of trails in the Verdugo Mountains near Burbank, California.
  • B. Merced Lake Trail
    Merced Lake Trail is a backcountry hiking route in Yosemite National Park that follows the Merced River past waterfalls and granite domes to remote Merced Lake.
  • C. Sonoma Overlook Trail
    Sonoma Overlook Trail is a popular hiking path in Sonoma, California, known for its scenic views over Sonoma Valley and accessible, family-friendly terrain.
  • D. Yosemite Valley trail system
    The Yosemite Valley trail system is an interconnected network of hiking paths in Yosemite National Park that provides access to many of the valley’s iconic waterfalls, cliffs, and viewpoints.
  • E. Zumwalt Meadow Trail
    Zumwalt Meadow Trail is a short, scenic hiking loop in Kings Canyon National Park that winds through lush meadow, forest, and along the Kings River beneath towering granite cliffs.
  • 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: Tuolumne Meadows trailheads
Triple: [Yosemite National Park road network, providesAccessTo, Tuolumne Meadows trailheads]
Generated description
Tuolumne Meadows trailheads are popular high-country starting points in Yosemite National Park that provide access to numerous alpine hikes, lakes, and backcountry routes in the Sierra Nevada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuolumne Meadows trailheads
Target entity description: Tuolumne Meadows trailheads are popular high-country starting points in Yosemite National Park that provide access to numerous alpine hikes, lakes, and backcountry routes in the Sierra Nevada.
  • A. Stough Canyon trailheads
    Stough Canyon trailheads are popular entry points for hiking and outdoor recreation that provide access to the network of trails in the Verdugo Mountains near Burbank, California.
  • B. Merced Lake Trail
    Merced Lake Trail is a backcountry hiking route in Yosemite National Park that follows the Merced River past waterfalls and granite domes to remote Merced Lake.
  • C. Sonoma Overlook Trail
    Sonoma Overlook Trail is a popular hiking path in Sonoma, California, known for its scenic views over Sonoma Valley and accessible, family-friendly terrain.
  • D. Yosemite Valley trail system
    The Yosemite Valley trail system is an interconnected network of hiking paths in Yosemite National Park that provides access to many of the valley’s iconic waterfalls, cliffs, and viewpoints.
  • E. Zumwalt Meadow Trail
    Zumwalt Meadow Trail is a short, scenic hiking loop in Kings Canyon National Park that winds through lush meadow, forest, and along the Kings River beneath towering granite cliffs.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8ecb6c8190a19cbf9de31cabbd completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f0ea1e48190a11cf94797290156 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f64010a1348190afaf7b95b8f146b5 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f640c33d948190ad8f9885f90786d7 completed May 2, 2026, 6:21 p.m.
Created at: April 8, 2026, 9:55 p.m.