Triple

T4249353
Position Surface form Disambiguated ID Type / Status
Subject Highland Railway E95807 entity
Predicate operatedRoute P18593 FINISHED
Object Inverness to Keith
Inverness to Keith is a Scottish railway route linking the city of Inverness with the town of Keith through the Highlands.
 E428263 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: Inverness to Keith | Statement: [Highland Railway, operatedRoute, Inverness to Keith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Inverness to Keith
Context triple: [Highland Railway, operatedRoute, Inverness to Keith]
  • A. Inverness to Elgin
    Inverness to Elgin is a railway route in northern Scotland linking the city of Inverness with the town of Elgin through the Highlands.
  • B. Inverness to Perth
    Inverness to Perth is a historic Scottish railway route linking the Highland city of Inverness with the city of Perth through the central Highlands.
  • C. Crathie
    Crathie is a small village in Aberdeenshire, Scotland, best known for its proximity to Balmoral Castle and its historic parish church used by the British royal family.
  • D. Huntly
    Huntly is a historic town in Aberdeenshire, Scotland, long associated with the Gordon family and the Marquess of Huntly.
  • E. Inverurie
    Inverurie is a historic market town in northeastern Scotland, situated in Aberdeenshire near the River Don and known as a regional commercial and commuter hub.
  • 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: Inverness to Keith
Triple: [Highland Railway, operatedRoute, Inverness to Keith]
Generated description
Inverness to Keith is a Scottish railway route linking the city of Inverness with the town of Keith through the Highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Inverness to Keith
Target entity description: Inverness to Keith is a Scottish railway route linking the city of Inverness with the town of Keith through the Highlands.
  • A. Inverness to Elgin
    Inverness to Elgin is a railway route in northern Scotland linking the city of Inverness with the town of Elgin through the Highlands.
  • B. Inverness to Perth
    Inverness to Perth is a historic Scottish railway route linking the Highland city of Inverness with the city of Perth through the central Highlands.
  • C. Crathie
    Crathie is a small village in Aberdeenshire, Scotland, best known for its proximity to Balmoral Castle and its historic parish church used by the British royal family.
  • D. Huntly
    Huntly is a historic town in Aberdeenshire, Scotland, long associated with the Gordon family and the Marquess of Huntly.
  • E. Inverurie
    Inverurie is a historic market town in northeastern Scotland, situated in Aberdeenshire near the River Don and known as a regional commercial and commuter hub.
  • 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_69b3453f759881909b91f01a1e82c036 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e9df10881908a2f039773f8afaa completed March 12, 2026, 11:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c7151108819082b2f37945d6139e completed March 14, 2026, 8:37 p.m.
NEDg Description generation batch_69b5c79491a48190865aaa674baebd9b completed March 14, 2026, 8:39 p.m.
NED2 Entity disambiguation (via description) batch_69b5c80ecc7481908deb061969a82c59 completed March 14, 2026, 8:41 p.m.
Created at: March 12, 2026, 11:06 p.m.