Triple

T20729468
Position Surface form Disambiguated ID Type / Status
Subject Echuca railway line E509529 entity
Predicate hasIntermediateStation P24280 FINISHED
Object Huntly railway station
Huntly railway station is a regional passenger railway stop serving the locality of Huntly in Victoria, Australia.
 E1447459 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: Huntly railway station | Statement: [Echuca railway line, hasIntermediateStation, Huntly railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huntly railway station
Context triple: [Echuca railway line, hasIntermediateStation, Huntly railway station]
  • A. Huntly railway station
    Huntly railway station is a railway stop in the town of Huntly in Aberdeenshire, Scotland, serving the local community and visitors to the surrounding historic area.
  • B. Blair Atholl railway station
    Blair Atholl railway station is a rural stop on the Highland Main Line in Perth and Kinross, Scotland, serving the village of Blair Atholl and the surrounding area.
  • C. Banavie railway station
    Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
  • D. Nairn railway station
    Nairn railway station is a passenger rail stop on the Inverness–Aberdeen line in the town of Nairn in the Scottish Highlands.
  • E. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • 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: Huntly railway station
Triple: [Echuca railway line, hasIntermediateStation, Huntly railway station]
Generated description
Huntly railway station is a regional passenger railway stop serving the locality of Huntly in Victoria, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huntly railway station
Target entity description: Huntly railway station is a regional passenger railway stop serving the locality of Huntly in Victoria, Australia.
  • A. Huntly railway station
    Huntly railway station is a railway stop in the town of Huntly in Aberdeenshire, Scotland, serving the local community and visitors to the surrounding historic area.
  • B. Blair Atholl railway station
    Blair Atholl railway station is a rural stop on the Highland Main Line in Perth and Kinross, Scotland, serving the village of Blair Atholl and the surrounding area.
  • C. Banavie railway station
    Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
  • D. Nairn railway station
    Nairn railway station is a passenger rail stop on the Inverness–Aberdeen line in the town of Nairn in the Scottish Highlands.
  • E. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • 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_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1eb5d44819082d9fa410e676d91 completed April 21, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e05db8ac8190bd2e7ca0d184a426 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e15d93ec8190bbe859fb42a4a5ac completed May 16, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08e25d8cb08190ba75b792aac192ab completed May 16, 2026, 9:32 p.m.
Created at: April 16, 2026, 12:30 p.m.