Triple

T12539884
Position Surface form Disambiguated ID Type / Status
Subject Beccles railway station E299807 entity
Predicate fareZone P844 FINISHED
Object Department for Transport category F1
Department for Transport category F1 is a UK railway station classification denoting a very small, typically unstaffed local station with low passenger usage and basic facilities.
E990091 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: Department for Transport category F1 | Statement: [Beccles railway station, fareZone, Department for Transport category F1]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department for Transport category F1
Context triple: [Beccles railway station, fareZone, Department for Transport category F1]
  • A. DfT category F2
    DfT category F2 is a UK Department for Transport classification for very small, lightly used railway stations with minimal facilities.
  • B. FIA
    "FIA" is a popular Afrobeats song by Nigerian artist Davido, known for its catchy melody and themes of love and betrayal.
  • C. FIA
    FIA is Pakistan’s principal federal law enforcement and investigative agency, responsible for tackling crimes such as terrorism, cybercrime, human trafficking, and corruption.
  • D. FIA Sport
    FIA Sport is the sporting arm of the Fédération Internationale de l’Automobile responsible for overseeing and regulating international motor sport competitions and championships.
  • E. DfT category E
    DfT category E is a classification used by the UK Department for Transport for small, typically unstaffed or lightly staffed local railway stations with relatively low passenger usage.
  • 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: Department for Transport category F1
Triple: [Beccles railway station, fareZone, Department for Transport category F1]
Generated description
Department for Transport category F1 is a UK railway station classification denoting a very small, typically unstaffed local station with low passenger usage and basic facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department for Transport category F1
Target entity description: Department for Transport category F1 is a UK railway station classification denoting a very small, typically unstaffed local station with low passenger usage and basic facilities.
  • A. DfT category F2
    DfT category F2 is a UK Department for Transport classification for very small, lightly used railway stations with minimal facilities.
  • B. FIA
    "FIA" is a popular Afrobeats song by Nigerian artist Davido, known for its catchy melody and themes of love and betrayal.
  • C. FIA
    FIA is Pakistan’s principal federal law enforcement and investigative agency, responsible for tackling crimes such as terrorism, cybercrime, human trafficking, and corruption.
  • D. FIA Sport
    FIA Sport is the sporting arm of the Fédération Internationale de l’Automobile responsible for overseeing and regulating international motor sport competitions and championships.
  • E. DfT category E
    DfT category E is a classification used by the UK Department for Transport for small, typically unstaffed or lightly staffed local railway stations with relatively low passenger usage.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9546fc620819093335988dbab3256 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6557cb180819083ee10708320199e completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566e7bf88190a33c609caf9b4f3d completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f65799ca588190b9f7a07f5c1a842c completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:57 p.m.