Triple

T19148320
Position Surface form Disambiguated ID Type / Status
Subject GMHBA Stadium E468738 entity
Predicate publicTransit P1288 FINISHED
Object South Geelong railway station
South Geelong railway station is a regional train station in Geelong, Victoria, Australia, serving the city’s southern suburbs and providing access to nearby venues such as GMHBA Stadium.
 E1361246 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: South Geelong railway station | Statement: [GMHBA Stadium, publicTransit, South Geelong railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Geelong railway station
Context triple: [GMHBA Stadium, publicTransit, South Geelong railway station]
  • A. North Geelong railway station
    North Geelong railway station is a suburban passenger railway station serving the northern area of Geelong, 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. Tooronga railway station
    Tooronga railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local area on the city’s Glen Waverley line.
  • D. Ferntree Gully railway station
    Ferntree Gully railway station is a suburban commuter train station in Melbourne, Australia, serving the Ferntree Gully area on the city’s eastern fringe.
  • E. Booval railway station
    Booval railway station is a suburban passenger rail station in Booval, Queensland, Australia, serving the Ipswich and Brisbane metropolitan area.
  • 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: South Geelong railway station
Triple: [GMHBA Stadium, publicTransit, South Geelong railway station]
Generated description
South Geelong railway station is a regional train station in Geelong, Victoria, Australia, serving the city’s southern suburbs and providing access to nearby venues such as GMHBA Stadium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Geelong railway station
Target entity description: South Geelong railway station is a regional train station in Geelong, Victoria, Australia, serving the city’s southern suburbs and providing access to nearby venues such as GMHBA Stadium.
  • A. North Geelong railway station
    North Geelong railway station is a suburban passenger railway station serving the northern area of Geelong, 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. Tooronga railway station
    Tooronga railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local area on the city’s Glen Waverley line.
  • D. Ferntree Gully railway station
    Ferntree Gully railway station is a suburban commuter train station in Melbourne, Australia, serving the Ferntree Gully area on the city’s eastern fringe.
  • E. Booval railway station
    Booval railway station is a suburban passenger rail station in Booval, Queensland, Australia, serving the Ipswich and Brisbane metropolitan area.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e97b48508190b61458821b6475ad completed April 20, 2026, 8:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f25291f08190a7a337d0a51f380c completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f3864b848190bcc76953e1a261f3 completed May 15, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4199a588190943d3d45536a228c completed May 15, 2026, 10:23 a.m.
Created at: April 10, 2026, 12:06 p.m.