Triple

T19000896
Position Surface form Disambiguated ID Type / Status
Subject Geelong railway line E464945 entity
Predicate hasStation P35 FINISHED
Object Tarneit railway station
Tarneit railway station is a suburban commuter station in Melbourne’s west that serves the fast-growing Tarneit area on the regional corridor between Melbourne and Geelong.
 E1353409 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: Tarneit railway station | Statement: [Geelong railway line, hasStation, Tarneit railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tarneit railway station
Context triple: [Geelong railway line, hasStation, Tarneit railway station]
  • A. Taree railway station
    Taree railway station is a regional New South Wales train station on the North Coast line serving the town of Taree, Australia.
  • B. Mooroolbark railway station
    Mooroolbark railway station is a suburban commuter rail station in Melbourne, Victoria, serving the local community with services operated by Metro Trains.
  • C. Westgarth railway station
    Westgarth railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-northern suburb of Northcote.
  • D. 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.
  • E. Teralba railway station
    Teralba railway station is a suburban train station in New South Wales, Australia, serving the town of Teralba on the Central Coast & Newcastle 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: Tarneit railway station
Triple: [Geelong railway line, hasStation, Tarneit railway station]
Generated description
Tarneit railway station is a suburban commuter station in Melbourne’s west that serves the fast-growing Tarneit area on the regional corridor between Melbourne and Geelong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tarneit railway station
Target entity description: Tarneit railway station is a suburban commuter station in Melbourne’s west that serves the fast-growing Tarneit area on the regional corridor between Melbourne and Geelong.
  • A. Taree railway station
    Taree railway station is a regional New South Wales train station on the North Coast line serving the town of Taree, Australia.
  • B. Mooroolbark railway station
    Mooroolbark railway station is a suburban commuter rail station in Melbourne, Victoria, serving the local community with services operated by Metro Trains.
  • C. Westgarth railway station
    Westgarth railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-northern suburb of Northcote.
  • D. 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.
  • E. Teralba railway station
    Teralba railway station is a suburban train station in New South Wales, Australia, serving the town of Teralba on the Central Coast & Newcastle 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_69d8dd01a56c81909694a128c66b21d7 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6863cf4819096e471d19f9a714c completed April 20, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05b45b9ca0819090a85f5708e9c632 completed May 14, 2026, 11:39 a.m.
NEDg Description generation batch_6a05b68205948190a6846e2cd8ba66ae completed May 14, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_6a05b73aa91c8190abe816e72d2f56f7 completed May 14, 2026, 11:51 a.m.
Created at: April 10, 2026, 12:01 p.m.