Triple

T19697857
Position Surface form Disambiguated ID Type / Status
Subject Springfield railway station E473009 entity
Predicate locatedIn P40 FINISHED
Object Springfield, Fife
Springfield, Fife is a small village in Fife, Scotland, known primarily as a rural community served by its local railway station on the Edinburgh–Aberdeen line.
E1391497 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: Springfield, Fife | Statement: [Springfield railway station, locatedIn, Springfield, Fife]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Springfield, Fife
Context triple: [Springfield railway station, locatedIn, Springfield, Fife]
  • A. Northill
    Northill is a rural village and civil parish in Bedfordshire, England, known for its historic church and traditional village green.
  • B. Riverside, Stirling
    Riverside, Stirling is a residential district of the city of Stirling in central Scotland, situated near the River Forth and known for its community amenities and proximity to the historic city centre.
  • C. Galashiels
    Galashiels is a town in the Scottish Borders known historically for its textile industry and as a regional commercial and educational hub.
  • D. City of Fife
    The City of Fife is a small suburban community in Pierce County, Washington, known for its location near Tacoma and its mix of residential neighborhoods, commercial areas, and industrial facilities.
  • E. Uddingston
    Uddingston is a suburban town in Scotland, situated near Glasgow and known for its residential character and local amenities.
  • 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: Springfield, Fife
Triple: [Springfield railway station, locatedIn, Springfield, Fife]
Generated description
Springfield, Fife is a small village in Fife, Scotland, known primarily as a rural community served by its local railway station on the Edinburgh–Aberdeen line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Springfield, Fife
Target entity description: Springfield, Fife is a small village in Fife, Scotland, known primarily as a rural community served by its local railway station on the Edinburgh–Aberdeen line.
  • A. Northill
    Northill is a rural village and civil parish in Bedfordshire, England, known for its historic church and traditional village green.
  • B. Riverside, Stirling
    Riverside, Stirling is a residential district of the city of Stirling in central Scotland, situated near the River Forth and known for its community amenities and proximity to the historic city centre.
  • C. Galashiels
    Galashiels is a town in the Scottish Borders known historically for its textile industry and as a regional commercial and educational hub.
  • D. City of Fife
    The City of Fife is a small suburban community in Pierce County, Washington, known for its location near Tacoma and its mix of residential neighborhoods, commercial areas, and industrial facilities.
  • E. Uddingston
    Uddingston is a suburban town in Scotland, situated near Glasgow and known for its residential character and local amenities.
  • 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_69d8e515bef88190bc30781aea50537a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e642b2baec81909ee2cd6ead632836 completed April 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ab94a8b481908a6610765401d1fa completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07ac51fddc8190840698fb5cee0ea0 completed May 15, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a07ae6493608190b8bc885ab8a916b2 completed May 15, 2026, 11:38 p.m.
Created at: April 10, 2026, 1:46 p.m.