Triple

T15610036
Position Surface form Disambiguated ID Type / Status
Subject Mallaig harbour E375262 entity
Predicate isImportantFor P1887 FINISHED
Object Hebridean ferry network
The Hebridean ferry network is a system of maritime routes and services connecting Scotland’s mainland to the Hebridean islands, providing vital transport for residents, visitors, and goods across the region.
E1166989 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: Hebridean ferry network | Statement: [Mallaig harbour, isImportantFor, Hebridean ferry network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hebridean ferry network
Context triple: [Mallaig harbour, isImportantFor, Hebridean ferry network]
  • A. Orkney Ferries
    Orkney Ferries is a local ferry operator in the Orkney Islands of Scotland, providing passenger and vehicle services between the archipelago’s inhabited islands.
  • B. Shetland Islands Council Ferries
    Shetland Islands Council Ferries is the local authority-run ferry service that operates inter-island passenger and vehicle routes throughout the Shetland archipelago in Scotland.
  • C. Irish Sea ferry network
    The Irish Sea ferry network is a system of passenger and freight ferry routes linking ports in Great Britain, Ireland, the Isle of Man, and surrounding islands across the Irish Sea.
  • D. Pentland Ferries
    Pentland Ferries is a privately owned Scottish ferry company that operates passenger and vehicle services across the Pentland Firth between mainland Scotland and the Orkney Islands.
  • E. Kyle of Lochalsh–Kyleakin ferry service
    The Kyle of Lochalsh–Kyleakin ferry service was a former sea crossing that linked the Scottish mainland village of Kyle of Lochalsh with the Isle of Skye village of Kyleakin before the construction of a permanent road bridge.
  • 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: Hebridean ferry network
Triple: [Mallaig harbour, isImportantFor, Hebridean ferry network]
Generated description
The Hebridean ferry network is a system of maritime routes and services connecting Scotland’s mainland to the Hebridean islands, providing vital transport for residents, visitors, and goods across the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hebridean ferry network
Target entity description: The Hebridean ferry network is a system of maritime routes and services connecting Scotland’s mainland to the Hebridean islands, providing vital transport for residents, visitors, and goods across the region.
  • A. Orkney Ferries
    Orkney Ferries is a local ferry operator in the Orkney Islands of Scotland, providing passenger and vehicle services between the archipelago’s inhabited islands.
  • B. Shetland Islands Council Ferries
    Shetland Islands Council Ferries is the local authority-run ferry service that operates inter-island passenger and vehicle routes throughout the Shetland archipelago in Scotland.
  • C. Irish Sea ferry network
    The Irish Sea ferry network is a system of passenger and freight ferry routes linking ports in Great Britain, Ireland, the Isle of Man, and surrounding islands across the Irish Sea.
  • D. Pentland Ferries
    Pentland Ferries is a privately owned Scottish ferry company that operates passenger and vehicle services across the Pentland Firth between mainland Scotland and the Orkney Islands.
  • E. Kyle of Lochalsh–Kyleakin ferry service
    The Kyle of Lochalsh–Kyleakin ferry service was a former sea crossing that linked the Scottish mainland village of Kyle of Lochalsh with the Isle of Skye village of Kyleakin before the construction of a permanent road bridge.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8024948190a6c711f2e5c2aac4 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d76c108190aa3cae2d7e17c301 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 4:13 a.m.