Triple

T4236439
Position Surface form Disambiguated ID Type / Status
Subject Stirling railway station E94704 entity
Predicate near P350 FINISHED
Object Stirling bus station
Stirling bus station is the main public transport hub for local and regional bus services in the city of Stirling, Scotland.
 E423741 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: Stirling bus station | Statement: [Stirling railway station, near, Stirling bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling bus station
Context triple: [Stirling railway station, near, Stirling bus station]
  • A. Partick bus interchange
    Partick bus interchange is a public transport hub in the Partick area of Glasgow, Scotland, providing coordinated bus connections with nearby rail and subway services.
  • B. Govan bus station
    Govan bus station is a public transport hub in the Govan area of Glasgow, Scotland, providing local and regional bus services and interchange with the nearby subway.
  • C. Aberdeen bus station
    Aberdeen bus station is the main hub for local and long-distance bus and coach services in Aberdeen, Scotland, located in the city centre near the railway station.
  • D. Stirling railway station
    Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
  • E. Glasgow St Enoch railway station
    Glasgow St Enoch railway station was a former central Glasgow terminus that served as the Scottish endpoint of the Midland Railway’s routes, notably those from England via the Settle–Carlisle 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: Stirling bus station
Triple: [Stirling railway station, near, Stirling bus station]
Generated description
Stirling bus station is the main public transport hub for local and regional bus services in the city of Stirling, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stirling bus station
Target entity description: Stirling bus station is the main public transport hub for local and regional bus services in the city of Stirling, Scotland.
  • A. Partick bus interchange
    Partick bus interchange is a public transport hub in the Partick area of Glasgow, Scotland, providing coordinated bus connections with nearby rail and subway services.
  • B. Govan bus station
    Govan bus station is a public transport hub in the Govan area of Glasgow, Scotland, providing local and regional bus services and interchange with the nearby subway.
  • C. Aberdeen bus station
    Aberdeen bus station is the main hub for local and long-distance bus and coach services in Aberdeen, Scotland, located in the city centre near the railway station.
  • D. Stirling railway station
    Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
  • E. Glasgow St Enoch railway station
    Glasgow St Enoch railway station was a former central Glasgow terminus that served as the Scottish endpoint of the Midland Railway’s routes, notably those from England via the Settle–Carlisle 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e7422a88190955f5f4347fa80d2 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a866c2448190aaed83d8da3669b8 completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a8f374fc8190830286dfadc9bdbb completed March 14, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69b5a99a4a9c8190a7e9bbc119d8d775 completed March 14, 2026, 6:31 p.m.
Created at: March 12, 2026, 11:05 p.m.