Triple

T22428794
Position Surface form Disambiguated ID Type / Status
Subject Warragul E554440 entity
Predicate hasRailwayStation P918 FINISHED
Object Warragul railway station
Warragul railway station is a regional passenger railway station in Warragul, Victoria, Australia, serving the Gippsland line.
 E1535752 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: Warragul railway station | Statement: [Warragul, hasRailwayStation, Warragul railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warragul railway station
Context triple: [Warragul, hasRailwayStation, Warragul railway station]
  • A. Morwell railway station
    Morwell railway station is a regional passenger railway station on the Gippsland line serving the town of Morwell in Victoria, Australia.
  • B. Geelong railway station
    Geelong railway station is a major regional train station in Geelong, Victoria, Australia, serving as a key hub on the state’s rail network.
  • C. Narre Warren railway station
    Narre Warren railway station is a suburban commuter rail station in Melbourne, Australia, serving the suburb of Narre Warren on the city’s eastern fringe.
  • D. Dandenong railway station
    Dandenong railway station is a major suburban train station and transport hub in Melbourne’s southeastern suburb of Dandenong, serving multiple rail lines and bus routes.
  • E. Traralgon railway station
    Traralgon railway station is a regional passenger rail station in Traralgon, Victoria, Australia, serving as a key stop on the Gippsland line.
  • 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: Warragul railway station
Triple: [Warragul, hasRailwayStation, Warragul railway station]
Generated description
Warragul railway station is a regional passenger railway station in Warragul, Victoria, Australia, serving the Gippsland line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warragul railway station
Target entity description: Warragul railway station is a regional passenger railway station in Warragul, Victoria, Australia, serving the Gippsland line.
  • A. Morwell railway station
    Morwell railway station is a regional passenger railway station on the Gippsland line serving the town of Morwell in Victoria, Australia.
  • B. Geelong railway station
    Geelong railway station is a major regional train station in Geelong, Victoria, Australia, serving as a key hub on the state’s rail network.
  • C. Narre Warren railway station
    Narre Warren railway station is a suburban commuter rail station in Melbourne, Australia, serving the suburb of Narre Warren on the city’s eastern fringe.
  • D. Dandenong railway station
    Dandenong railway station is a major suburban train station and transport hub in Melbourne’s southeastern suburb of Dandenong, serving multiple rail lines and bus routes.
  • E. Traralgon railway station
    Traralgon railway station is a regional passenger rail station in Traralgon, Victoria, Australia, serving as a key stop on the Gippsland line.
  • 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_69e11e4f2d0c819091aa3558ea2ee630 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15a30109481908724a0cf7596d105 completed April 29, 2026, 1:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0f528e881909d15ce99599add66 completed May 18, 2026, 10:59 a.m.
NEDg Description generation batch_6a0af2a02f78819094cd8f8c84baa89e completed May 18, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_6a0af301051c8190a0daca4ec909d7d2 completed May 18, 2026, 11:07 a.m.
Created at: April 16, 2026, 8:47 p.m.