Triple

T529034
Position Surface form Disambiguated ID Type / Status
Subject Glenrothes with Thornton railway station E10988 entity
Predicate hasStationCode P1289 FINISHED
Object GLT
GLT is the National Rail station code for Glenrothes with Thornton railway station in Fife, Scotland.
 E66274 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: GLT | Statement: [Glenrothes with Thornton railway station, hasStationCode, GLT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GLT
Context triple: [Glenrothes with Thornton railway station, hasStationCode, GLT]
  • A. SLT
    SLT is a well-equipped, mid-to-upper trim level commonly associated with GMC trucks and SUVs, offering upgraded comfort, technology, and appearance features.
  • B. GLC
    GLC is the National Rail station code for Glasgow Central, a major railway terminus in Glasgow, Scotland.
  • C. GLC
    GLC is a Chicago-based rapper and longtime Kanye West collaborator known for his appearances on early Kanye albums and his affiliation with the G.O.O.D. Music collective.
  • D. Tglg
    Tglg is the ISO 15924 script code assigned to the precolonial Philippine writing system Baybayin.
  • E. glo
    glo is a heated tobacco product brand developed by British American Tobacco as an alternative to traditional cigarettes.
  • 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: GLT
Triple: [Glenrothes with Thornton railway station, hasStationCode, GLT]
Generated description
GLT is the National Rail station code for Glenrothes with Thornton railway station in Fife, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GLT
Target entity description: GLT is the National Rail station code for Glenrothes with Thornton railway station in Fife, Scotland.
  • A. SLT
    SLT is a well-equipped, mid-to-upper trim level commonly associated with GMC trucks and SUVs, offering upgraded comfort, technology, and appearance features.
  • B. GLC
    GLC is the National Rail station code for Glasgow Central, a major railway terminus in Glasgow, Scotland.
  • C. GLC
    GLC is a Chicago-based rapper and longtime Kanye West collaborator known for his appearances on early Kanye albums and his affiliation with the G.O.O.D. Music collective.
  • D. Tglg
    Tglg is the ISO 15924 script code assigned to the precolonial Philippine writing system Baybayin.
  • E. glo
    glo is a heated tobacco product brand developed by British American Tobacco as an alternative to traditional cigarettes.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d39b4c81909f265b3501b5ec1d completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b5d932c48190bba3d7a1f4eaff60 completed March 1, 2026, 9:55 p.m.
NEDg Description generation batch_69a4b6921a708190aa4315509594ca06 completed March 1, 2026, 9:58 p.m.
NED2 Entity disambiguation (via description) batch_69a4b79ec4b48190b992f642aa7cddb7 completed March 1, 2026, 10:03 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.