Triple

T9009914
Position Surface form Disambiguated ID Type / Status
Subject Bajada Loop Drive E215440 entity
Predicate hasTrailheadAccessTo P30481 FINISHED
Object Desert Discovery Trail
The Desert Discovery Trail is a short, accessible interpretive path in a desert environment that highlights local plants, wildlife, and geology through educational signage and scenic viewpoints.
 E771651 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: Desert Discovery Trail | Statement: [Bajada Loop Drive, hasTrailheadAccessTo, Desert Discovery Trail]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Desert Discovery Trail
Context triple: [Bajada Loop Drive, hasTrailheadAccessTo, Desert Discovery Trail]
  • A. Desert Loop Trail
    Desert Loop Trail is an outdoor walking path at the Arizona-Sonora Desert Museum that immerses visitors in the natural Sonoran Desert landscape and its native plants and wildlife.
  • B. Dunes Trail
    Dunes Trail is a scenic hiking route in Sandbanks Provincial Park that winds through impressive sand dunes and offers views of Lake Ontario’s shoreline.
  • C. Sliding Sands Trail
    Sliding Sands Trail is a popular hiking route that descends into the volcanic crater of Haleakalā on the island of Maui, offering expansive views of colorful cinder cones and otherworldly landscapes.
  • D. Cactus Forest Trail
    Cactus Forest Trail is a desert hiking path in Saguaro National Park known for its dense stands of giant saguaro cacti and scenic Sonoran Desert views.
  • E. Yaqui Well Trail
    Yaqui Well Trail is a short desert hiking path in Anza-Borrego Desert State Park known for its seasonal wildflowers, birdwatching, and access to the historic Yaqui Well oasis.
  • 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: Desert Discovery Trail
Triple: [Bajada Loop Drive, hasTrailheadAccessTo, Desert Discovery Trail]
Generated description
The Desert Discovery Trail is a short, accessible interpretive path in a desert environment that highlights local plants, wildlife, and geology through educational signage and scenic viewpoints.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Desert Discovery Trail
Target entity description: The Desert Discovery Trail is a short, accessible interpretive path in a desert environment that highlights local plants, wildlife, and geology through educational signage and scenic viewpoints.
  • A. Desert Loop Trail
    Desert Loop Trail is an outdoor walking path at the Arizona-Sonora Desert Museum that immerses visitors in the natural Sonoran Desert landscape and its native plants and wildlife.
  • B. Dunes Trail
    Dunes Trail is a scenic hiking route in Sandbanks Provincial Park that winds through impressive sand dunes and offers views of Lake Ontario’s shoreline.
  • C. Sliding Sands Trail
    Sliding Sands Trail is a popular hiking route that descends into the volcanic crater of Haleakalā on the island of Maui, offering expansive views of colorful cinder cones and otherworldly landscapes.
  • D. Cactus Forest Trail
    Cactus Forest Trail is a desert hiking path in Saguaro National Park known for its dense stands of giant saguaro cacti and scenic Sonoran Desert views.
  • E. Yaqui Well Trail
    Yaqui Well Trail is a short desert hiking path in Anza-Borrego Desert State Park known for its seasonal wildflowers, birdwatching, and access to the historic Yaqui Well oasis.
  • 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_69ca83a2bf088190986ee7a8eb90407d completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69c00ae8819090786385a72e8baf completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0ee18b48190a520ce4e1d3a41ef completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd14a28d48190b63561f9a537daeb completed April 3, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69cfd1fd6db08190921285c3cfd3ce91 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:06 p.m.