Triple

T13291937
Position Surface form Disambiguated ID Type / Status
Subject Trephina Gorge E316578 entity
Predicate hasCampingArea P7502 FINISHED
Object John Hayes Rockhole campground
John Hayes Rockhole campground is a remote bush camping area in Australia’s Trephina Gorge region, known for its rugged scenery and access to walking tracks and waterholes.
E1033402 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: John Hayes Rockhole campground | Statement: [Trephina Gorge, hasCampingArea, John Hayes Rockhole campground]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hayes Rockhole campground
Context triple: [Trephina Gorge, hasCampingArea, John Hayes Rockhole campground]
  • A. Jumbo Rocks Campground
    Jumbo Rocks Campground is a popular desert camping area in California known for its massive granite boulder formations and stargazing opportunities within Joshua Tree National Park.
  • B. Lawson Hill campground
    Lawson Hill campground is a popular camping area near Telluride, Colorado, best known for hosting festival-goers during the annual Telluride Bluegrass Festival.
  • C. Rocky Bend Campground
    Rocky Bend Campground is a riverside camping area along Oregon’s Nestucca River, popular for its forested setting, fishing, and outdoor recreation opportunities.
  • D. Thomas Canyon Campground
    Thomas Canyon Campground is a scenic, forested camping area in Nevada’s Ruby Mountains that serves as a popular base for hiking and outdoor recreation in Lamoille Canyon.
  • E. Mora Campground
    Mora Campground is a forested, riverside camping area in Olympic National Park that serves as a popular base for visiting nearby Rialto Beach and the Pacific coast.
  • 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: John Hayes Rockhole campground
Triple: [Trephina Gorge, hasCampingArea, John Hayes Rockhole campground]
Generated description
John Hayes Rockhole campground is a remote bush camping area in Australia’s Trephina Gorge region, known for its rugged scenery and access to walking tracks and waterholes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Hayes Rockhole campground
Target entity description: John Hayes Rockhole campground is a remote bush camping area in Australia’s Trephina Gorge region, known for its rugged scenery and access to walking tracks and waterholes.
  • A. Jumbo Rocks Campground
    Jumbo Rocks Campground is a popular desert camping area in California known for its massive granite boulder formations and stargazing opportunities within Joshua Tree National Park.
  • B. Lawson Hill campground
    Lawson Hill campground is a popular camping area near Telluride, Colorado, best known for hosting festival-goers during the annual Telluride Bluegrass Festival.
  • C. Rocky Bend Campground
    Rocky Bend Campground is a riverside camping area along Oregon’s Nestucca River, popular for its forested setting, fishing, and outdoor recreation opportunities.
  • D. Thomas Canyon Campground
    Thomas Canyon Campground is a scenic, forested camping area in Nevada’s Ruby Mountains that serves as a popular base for hiking and outdoor recreation in Lamoille Canyon.
  • E. Mora Campground
    Mora Campground is a forested, riverside camping area in Olympic National Park that serves as a popular base for visiting nearby Rialto Beach and the Pacific coast.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99077a8f48190b1163448a3a978a2 completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716d6dc988190ab7183089113237f completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717f4d80c8190a1a95c0f2c83c563 completed May 3, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69f718b852808190a2a0fb48424bffb0 completed May 3, 2026, 9:43 a.m.
Created at: April 9, 2026, 9:27 p.m.