Triple

T13407444
Position Surface form Disambiguated ID Type / Status
Subject Orange, New South Wales E319996 entity
Predicate hasFacility P105 FINISHED
Object Orange railway station
Orange railway station is a regional passenger railway station serving the town of Orange in New South Wales, Australia.
 E1039240 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: Orange railway station | Statement: [Orange, New South Wales, hasFacility, Orange railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orange railway station
Context triple: [Orange, New South Wales, hasFacility, Orange railway station]
  • A. Orange railway station
    Orange railway station is the main train station serving the town of Orange in southeastern France, providing regional rail connections within the Provence-Alpes-Côte d'Azur area.
  • B. Oak station
    Oak station is a light rail stop on Denver’s Regional Transportation District (RTD) W Line serving the Lakewood, Colorado area.
  • C. Elizabeth railway station
    Elizabeth railway station is a suburban train station in the northern Adelaide suburb of Elizabeth, South Australia, serving as a key public transport hub for the area.
  • D. Berry railway station
    Berry railway station is a regional train station on the South Coast line in New South Wales, Australia, serving the town of Berry and its surrounding rural community.
  • E. Lee railway station
    Lee railway station is a suburban rail stop in southeast London serving local commuter services on the Sidcup Line into central London.
  • 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: Orange railway station
Triple: [Orange, New South Wales, hasFacility, Orange railway station]
Generated description
Orange railway station is a regional passenger railway station serving the town of Orange in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orange railway station
Target entity description: Orange railway station is a regional passenger railway station serving the town of Orange in New South Wales, Australia.
  • A. Orange railway station
    Orange railway station is the main train station serving the town of Orange in southeastern France, providing regional rail connections within the Provence-Alpes-Côte d'Azur area.
  • B. Oak station
    Oak station is a light rail stop on Denver’s Regional Transportation District (RTD) W Line serving the Lakewood, Colorado area.
  • C. Elizabeth railway station
    Elizabeth railway station is a suburban train station in the northern Adelaide suburb of Elizabeth, South Australia, serving as a key public transport hub for the area.
  • D. Berry railway station
    Berry railway station is a regional train station on the South Coast line in New South Wales, Australia, serving the town of Berry and its surrounding rural community.
  • E. Lee railway station
    Lee railway station is a suburban rail stop in southeast London serving local commuter services on the Sidcup Line into central London.
  • 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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbae4be498819094798473a1bfd853 completed April 12, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7307ad4448190b4fb99abcc00430b completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f732a4bfd8819099138a8ca65cba82 completed May 3, 2026, 11:33 a.m.
NED2 Entity disambiguation (via description) batch_69f7331ad904819091b24cf5a92ce5bd completed May 3, 2026, 11:35 a.m.
Created at: April 9, 2026, 9:35 p.m.