Triple

T14410956
Position Surface form Disambiguated ID Type / Status
Subject Ashford E357323 entity
Predicate near P350 FINISHED
Object Ashford Caves
Ashford Caves are a network of limestone caves in New South Wales, Australia, known for their geological formations and adventure caving opportunities.
E1098174 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: Ashford Caves | Statement: [Ashford, near, Ashford Caves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashford Caves
Context triple: [Ashford, near, Ashford Caves]
  • A. Clearwell Caves
    Clearwell Caves is a historic natural cave system and former iron mine in the Forest of Dean, England, now open to the public as an underground attraction and museum.
  • B. Ash Cave
    Ash Cave is a large, scenic recess cave and waterfall within Hocking Hills State Park in southeastern Ohio, known for its impressive sandstone overhang and popular hiking trail.
  • C. Luxmore Caves
    Luxmore Caves are a network of limestone caverns near Luxmore Hut in New Zealand’s Fiordland National Park, known for their karst formations and underground passages explored by hikers on the Kepler Track.
  • D. Lovelock Cave
    Lovelock Cave is a significant archaeological site in Nevada known for its rich cache of ancient Native American artifacts and well-preserved cultural deposits.
  • E. Marble Arch Caves
    Marble Arch Caves is a famous show cave system in Northern Ireland known for its extensive limestone formations, underground rivers, and guided tours.
  • 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: Ashford Caves
Triple: [Ashford, near, Ashford Caves]
Generated description
Ashford Caves are a network of limestone caves in New South Wales, Australia, known for their geological formations and adventure caving opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashford Caves
Target entity description: Ashford Caves are a network of limestone caves in New South Wales, Australia, known for their geological formations and adventure caving opportunities.
  • A. Clearwell Caves
    Clearwell Caves is a historic natural cave system and former iron mine in the Forest of Dean, England, now open to the public as an underground attraction and museum.
  • B. Ash Cave
    Ash Cave is a large, scenic recess cave and waterfall within Hocking Hills State Park in southeastern Ohio, known for its impressive sandstone overhang and popular hiking trail.
  • C. Luxmore Caves
    Luxmore Caves are a network of limestone caverns near Luxmore Hut in New Zealand’s Fiordland National Park, known for their karst formations and underground passages explored by hikers on the Kepler Track.
  • D. Lovelock Cave
    Lovelock Cave is a significant archaeological site in Nevada known for its rich cache of ancient Native American artifacts and well-preserved cultural deposits.
  • E. Marble Arch Caves
    Marble Arch Caves is a famous show cave system in Northern Ireland known for its extensive limestone formations, underground rivers, and guided tours.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90c9b3448190aec1608836a5e913 completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd55269d8c81909592277741a93db6 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd58216a8c8190b1fffcb670f15e16 completed May 8, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69fd589144b8819099aadef126b8728f completed May 8, 2026, 3:29 a.m.
Created at: April 10, 2026, 1:17 a.m.