Triple

T15394879
Position Surface form Disambiguated ID Type / Status
Subject Springwood railway station E368147 entity
Predicate locatedIn P40 FINISHED
Object Springwood, New South Wales
Springwood, New South Wales is a town in the Blue Mountains region west of Sydney, Australia, known as a residential and commercial hub surrounded by bushland and national park scenery.
 E1154907 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: Springwood, New South Wales | Statement: [Springwood railway station, locatedIn, Springwood, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springwood, New South Wales
Context triple: [Springwood railway station, locatedIn, Springwood, New South Wales]
  • A. Riverwood, New South Wales
    Riverwood, New South Wales is a suburban residential and commercial area in southern Sydney, Australia, known for its diverse community and transport links to the city.
  • B. Sutherland, New South Wales
    Sutherland, New South Wales is a suburban commercial and administrative centre in southern Sydney, Australia, serving as a key hub for the surrounding Sutherland Shire.
  • C. Fairfield, New South Wales
    Fairfield, New South Wales is a culturally diverse suburb of Sydney known for its large Middle Eastern and Assyrian communities and vibrant migrant population.
  • D. Stockton, New South Wales
    Stockton, New South Wales is a coastal suburb of Newcastle known for its long sandy beaches, sand dunes, and location at the northern entrance of the Hunter River.
  • E. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • 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: Springwood, New South Wales
Triple: [Springwood railway station, locatedIn, Springwood, New South Wales]
Generated description
Springwood, New South Wales is a town in the Blue Mountains region west of Sydney, Australia, known as a residential and commercial hub surrounded by bushland and national park scenery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springwood, New South Wales
Target entity description: Springwood, New South Wales is a town in the Blue Mountains region west of Sydney, Australia, known as a residential and commercial hub surrounded by bushland and national park scenery.
  • A. Riverwood, New South Wales
    Riverwood, New South Wales is a suburban residential and commercial area in southern Sydney, Australia, known for its diverse community and transport links to the city.
  • B. Sutherland, New South Wales
    Sutherland, New South Wales is a suburban commercial and administrative centre in southern Sydney, Australia, serving as a key hub for the surrounding Sutherland Shire.
  • C. Fairfield, New South Wales
    Fairfield, New South Wales is a culturally diverse suburb of Sydney known for its large Middle Eastern and Assyrian communities and vibrant migrant population.
  • D. Stockton, New South Wales
    Stockton, New South Wales is a coastal suburb of Newcastle known for its long sandy beaches, sand dunes, and location at the northern entrance of the Hunter River.
  • E. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8ac79081908ac79c0b3e7587ff completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13523f548190beafd130f8741465 completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff141b025c8190ac5ac9400ff36133 completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff1519100c819083ee0342bf25d89e completed May 9, 2026, 11:06 a.m.
Created at: April 10, 2026, 3:19 a.m.