Triple

T2723021
Position Surface form Disambiguated ID Type / Status
Subject Edinburgh–Inverness line E60123 entity
Predicate passesThrough P225 FINISHED
Object Kingussie
Kingussie is a small town in the Scottish Highlands that serves as a local hub and rail stop on the route between Edinburgh and Inverness.
 E292282 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: Kingussie | Statement: [Edinburgh–Inverness line, passesThrough, Kingussie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kingussie
Context triple: [Edinburgh–Inverness line, passesThrough, Kingussie]
  • A. Cushendun
    Cushendun is a small coastal village in Northern Ireland known for its picturesque harbor, distinctive Cornish-style cottages, and scenic location along the Antrim Coast.
  • B. Auchinleck
    Auchinleck is a Scottish surname most notably associated with British Field Marshal Sir Claude Auchinleck, a prominent commander in the North African campaign of World War II.
  • C. Inchgarvie
    Inchgarvie is a small rocky island in Scotland’s Firth of Forth, best known for its historic fortifications and its role in supporting the Forth Bridge.
  • D. Doune
    Doune is a historic village in central Scotland, noted for its medieval Doune Castle and its location near the River Teith.
  • E. Scalasaig
    Scalasaig is the principal village and ferry port on the Scottish island of Colonsay in the Inner Hebrides.
  • 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: Kingussie
Triple: [Edinburgh–Inverness line, passesThrough, Kingussie]
Generated description
Kingussie is a small town in the Scottish Highlands that serves as a local hub and rail stop on the route between Edinburgh and Inverness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kingussie
Target entity description: Kingussie is a small town in the Scottish Highlands that serves as a local hub and rail stop on the route between Edinburgh and Inverness.
  • A. Cushendun
    Cushendun is a small coastal village in Northern Ireland known for its picturesque harbor, distinctive Cornish-style cottages, and scenic location along the Antrim Coast.
  • B. Auchinleck
    Auchinleck is a Scottish surname most notably associated with British Field Marshal Sir Claude Auchinleck, a prominent commander in the North African campaign of World War II.
  • C. Inchgarvie
    Inchgarvie is a small rocky island in Scotland’s Firth of Forth, best known for its historic fortifications and its role in supporting the Forth Bridge.
  • D. Doune
    Doune is a historic village in central Scotland, noted for its medieval Doune Castle and its location near the River Teith.
  • E. Scalasaig
    Scalasaig is the principal village and ferry port on the Scottish island of Colonsay in the Inner Hebrides.
  • 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdaca581881908fe8d3d820f839b7 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6939a50819087ac2c55337ceae3 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb74d9f4c8190b6b3f568babfb7b5 completed March 10, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69afb7c2b9d08190bce599c364d809b7 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:55 p.m.