Triple

T3546422
Position Surface form Disambiguated ID Type / Status
Subject Castlereagh Highway E75006 entity
Predicate passesThrough P225 FINISHED
Object Lightning Ridge
Lightning Ridge is a remote outback town in northwestern New South Wales, Australia, famous for its black opal mining and distinctive artesian bore baths.
 E367530 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: Lightning Ridge | Statement: [Castlereagh Highway, passesThrough, Lightning Ridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lightning Ridge
Context triple: [Castlereagh Highway, passesThrough, Lightning Ridge]
  • A. Innominata Ridge
    Innominata Ridge is a classic, exposed alpine climbing route on the Italian (south) side of Mont Blanc, known for its mixed rock-and-ice terrain and sustained difficulty.
  • B. Red Lodge
    Red Lodge is a small village and civil parish in Suffolk, England, known for its modern residential development and proximity to Newmarket.
  • C. Sweeney Ridge
    Sweeney Ridge is a hilly, coastal open-space area on the San Francisco Peninsula known for its panoramic views of the Pacific Ocean and San Francisco Bay and its network of hiking trails.
  • D. Grizzly Ridge
    Grizzly Ridge is a wildlife exhibit area themed around grizzly bears and their natural habitat.
  • E. Dahlonega
    Dahlonega is a historic north Georgia town best known for its 19th-century gold rush and as the site of the first major U.S. gold rush.
  • 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: Lightning Ridge
Triple: [Castlereagh Highway, passesThrough, Lightning Ridge]
Generated description
Lightning Ridge is a remote outback town in northwestern New South Wales, Australia, famous for its black opal mining and distinctive artesian bore baths.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lightning Ridge
Target entity description: Lightning Ridge is a remote outback town in northwestern New South Wales, Australia, famous for its black opal mining and distinctive artesian bore baths.
  • A. Innominata Ridge
    Innominata Ridge is a classic, exposed alpine climbing route on the Italian (south) side of Mont Blanc, known for its mixed rock-and-ice terrain and sustained difficulty.
  • B. Red Lodge
    Red Lodge is a small village and civil parish in Suffolk, England, known for its modern residential development and proximity to Newmarket.
  • C. Sweeney Ridge
    Sweeney Ridge is a hilly, coastal open-space area on the San Francisco Peninsula known for its panoramic views of the Pacific Ocean and San Francisco Bay and its network of hiking trails.
  • D. Grizzly Ridge
    Grizzly Ridge is a wildlife exhibit area themed around grizzly bears and their natural habitat.
  • E. Dahlonega
    Dahlonega is a historic north Georgia town best known for its 19th-century gold rush and as the site of the first major U.S. gold rush.
  • 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_69ad85d33c6c819081d5ac1df13b5680 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbfcf64488190af8452308734028c completed March 8, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38be29b408190a8dba8c8ae2485a4 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c6dbfcc8190897d0c12e8ce4416 completed March 13, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69b38cf9d8188190adb91671d062a6f9 completed March 13, 2026, 4:05 a.m.
Created at: March 8, 2026, 3:20 p.m.