Triple

T3893626
Position Surface form Disambiguated ID Type / Status
Subject Far North Line E88118 entity
Predicate serves P98 FINISHED
Object Helmsdale
Helmsdale is a small coastal village in Sutherland in the Scottish Highlands, known historically for fishing and its location on the A9 and the Far North railway line.
 E402470 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: Helmsdale | Statement: [Far North Line, serves, Helmsdale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helmsdale
Context triple: [Far North Line, serves, Helmsdale]
  • A. Lossiemouth
    Lossiemouth is a coastal town in Moray, northeastern Scotland, known for its sandy beaches, fishing heritage, and nearby RAF air base.
  • B. Pittenweem
    Pittenweem is a historic fishing village and arts hub on the east coast of Scotland, known for its picturesque harbour and annual arts festival.
  • C. Carbisdale
    Carbisdale is a location in Scotland best known as the site of a decisive 1650 battle during the Third English Civil War.
  • D. Dirleton
    Dirleton is a historic coastal village in southeastern Scotland, noted for its medieval castle and picturesque setting in East Lothian.
  • E. Malhamdale
    Malhamdale is a picturesque valley in North Yorkshire, England, renowned for its dramatic limestone scenery, including Malham Cove, Gordale Scar, and Malham Tarn.
  • 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: Helmsdale
Triple: [Far North Line, serves, Helmsdale]
Generated description
Helmsdale is a small coastal village in Sutherland in the Scottish Highlands, known historically for fishing and its location on the A9 and the Far North railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helmsdale
Target entity description: Helmsdale is a small coastal village in Sutherland in the Scottish Highlands, known historically for fishing and its location on the A9 and the Far North railway line.
  • A. Lossiemouth
    Lossiemouth is a coastal town in Moray, northeastern Scotland, known for its sandy beaches, fishing heritage, and nearby RAF air base.
  • B. Pittenweem
    Pittenweem is a historic fishing village and arts hub on the east coast of Scotland, known for its picturesque harbour and annual arts festival.
  • C. Carbisdale
    Carbisdale is a location in Scotland best known as the site of a decisive 1650 battle during the Third English Civil War.
  • D. Dirleton
    Dirleton is a historic coastal village in southeastern Scotland, noted for its medieval castle and picturesque setting in East Lothian.
  • E. Malhamdale
    Malhamdale is a picturesque valley in North Yorkshire, England, renowned for its dramatic limestone scenery, including Malham Cove, Gordale Scar, and Malham Tarn.
  • 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_69aed9466d548190939f5217a23ed4ac completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecce860c8190b16eca2e14f6544f completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5337c136c8190ba6ee7789621e41c completed March 14, 2026, 10:07 a.m.
NEDg Description generation batch_69b5341fb74081909a33753e5fdd5c32 completed March 14, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69b534d279548190bee44aea7828ed3b completed March 14, 2026, 10:13 a.m.
Created at: March 9, 2026, 3:21 p.m.