Triple

T1873729
Position Surface form Disambiguated ID Type / Status
Subject Fort William E39090 entity
Predicate parliamentaryConstituency P2710 FINISHED
Object Ross, Skye and Lochaber
Ross, Skye and Lochaber is a large UK parliamentary constituency in the Scottish Highlands that includes areas such as Skye, Lochaber, and the town of Fort William.
E208709 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: Ross, Skye and Lochaber | Statement: [Fort William, parliamentaryConstituency, Ross, Skye and Lochaber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross, Skye and Lochaber
Context triple: [Fort William, parliamentaryConstituency, Ross, Skye and Lochaber]
  • A. Strathnaver
    Strathnaver is a valley in the Scottish Highlands historically known as one of the areas most profoundly affected by the Highland Clearances.
  • B. Ross-shire
    Ross-shire is a historic county in the Scottish Highlands known for its rugged landscapes, coastal settlements, and its role in the social upheavals of 18th- and 19th-century rural Scotland.
  • C. Skye
    Skye is a large, rugged island in Scotland’s Inner Hebrides, known for its dramatic landscapes, Gaelic heritage, and role in Highland history.
  • D. Forfarshire
    Forfarshire is the former historic name of the Scottish county now known as Angus.
  • E. Lochaber
    Lochaber is a region in the western Scottish Highlands known for its rugged landscapes, including Britain’s highest mountain, Ben Nevis.
  • 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: Ross, Skye and Lochaber
Triple: [Fort William, parliamentaryConstituency, Ross, Skye and Lochaber]
Generated description
Ross, Skye and Lochaber is a large UK parliamentary constituency in the Scottish Highlands that includes areas such as Skye, Lochaber, and the town of Fort William.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ross, Skye and Lochaber
Target entity description: Ross, Skye and Lochaber is a large UK parliamentary constituency in the Scottish Highlands that includes areas such as Skye, Lochaber, and the town of Fort William.
  • A. Strathnaver
    Strathnaver is a valley in the Scottish Highlands historically known as one of the areas most profoundly affected by the Highland Clearances.
  • B. Ross-shire
    Ross-shire is a historic county in the Scottish Highlands known for its rugged landscapes, coastal settlements, and its role in the social upheavals of 18th- and 19th-century rural Scotland.
  • C. Skye
    Skye is a large, rugged island in Scotland’s Inner Hebrides, known for its dramatic landscapes, Gaelic heritage, and role in Highland history.
  • D. Forfarshire
    Forfarshire is the former historic name of the Scottish county now known as Angus.
  • E. Lochaber
    Lochaber is a region in the western Scottish Highlands known for its rugged landscapes, including Britain’s highest mountain, Ben Nevis.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0d648ec8190a21445ddca6f9aa6 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1de8728819090e80868f27c09af completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add25d68488190ad9d142573bf044b completed March 8, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69add2ba229081909783af4edce0ed75 completed March 8, 2026, 7:49 p.m.
Created at: March 4, 2026, 7:34 p.m.