Triple

T7377189
Position Surface form Disambiguated ID Type / Status
Subject Ross-shire E170154 entity
Predicate hasHistoricParish P38129 FINISHED
Object Lochbroom
Lochbroom is a historic parish and coastal area in the northwest Highlands of Scotland, known for its rugged landscapes and proximity to Ullapool and Loch Broom.
 E683921 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: Lochbroom | Statement: [Ross-shire, hasHistoricParish, Lochbroom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lochbroom
Context triple: [Ross-shire, hasHistoricParish, Lochbroom]
  • A. Lochbay
    Lochbay is a small coastal settlement on the Waternish peninsula of the Isle of Skye in Scotland, known for its scenic views over Loch Bay and traditional crofting landscape.
  • B. Alness
    Alness is a small town in the Scottish Highlands, situated near the Cromarty Firth and known historically for its distilling and agricultural heritage.
  • C. Auchmithie
    Auchmithie is a small historic fishing village on the east coast of Scotland, known for its dramatic cliffs and association with the origin of the Arbroath smokie.
  • D. Innisfail
    Innisfail is a coastal town in Far North Queensland, Australia, known for its sugar cane industry and frequent tropical rainfall.
  • E. Bunessan
    Bunessan is a small coastal village on the Isle of Mull in Scotland, known for its scenic bay and as the namesake of the hymn tune used for "Morning Has Broken."
  • 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: Lochbroom
Triple: [Ross-shire, hasHistoricParish, Lochbroom]
Generated description
Lochbroom is a historic parish and coastal area in the northwest Highlands of Scotland, known for its rugged landscapes and proximity to Ullapool and Loch Broom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lochbroom
Target entity description: Lochbroom is a historic parish and coastal area in the northwest Highlands of Scotland, known for its rugged landscapes and proximity to Ullapool and Loch Broom.
  • A. Lochbay
    Lochbay is a small coastal settlement on the Waternish peninsula of the Isle of Skye in Scotland, known for its scenic views over Loch Bay and traditional crofting landscape.
  • B. Alness
    Alness is a small town in the Scottish Highlands, situated near the Cromarty Firth and known historically for its distilling and agricultural heritage.
  • C. Auchmithie
    Auchmithie is a small historic fishing village on the east coast of Scotland, known for its dramatic cliffs and association with the origin of the Arbroath smokie.
  • D. Innisfail
    Innisfail is a coastal town in Far North Queensland, Australia, known for its sugar cane industry and frequent tropical rainfall.
  • E. Bunessan
    Bunessan is a small coastal village on the Isle of Mull in Scotland, known for its scenic bay and as the namesake of the hymn tune used for "Morning Has Broken."
  • 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1a8b18c8190ad1a19521eda2319 completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b4e3181481909eec1a09ae295923 completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b61e0c308190b3231fab20bad278 completed March 29, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69c8b675ddb0819085d79dbba560d08f completed March 29, 2026, 5:19 a.m.
Created at: March 27, 2026, 3:07 p.m.