Triple

T7402353
Position Surface form Disambiguated ID Type / Status
Subject Nigg E170778 entity
Predicate hasTransport P1298 FINISHED
Object Nigg–Cromarty ferry (seasonal)
The Nigg–Cromarty ferry is a seasonal passenger and vehicle service that crosses the entrance to the Cromarty Firth in the Scottish Highlands, linking the villages of Nigg and Cromarty.
E661792 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: Nigg–Cromarty ferry (seasonal) | Statement: [Nigg, hasTransport, Nigg–Cromarty ferry (seasonal)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nigg–Cromarty ferry (seasonal)
Context triple: [Nigg, hasTransport, Nigg–Cromarty ferry (seasonal)]
  • A. Port Askaig–Feolin ferry
    The Port Askaig–Feolin ferry is a local vehicular and passenger ferry route linking the islands of Islay and Jura off the west coast of Scotland.
  • B. Bressay ferry
    The Bressay ferry is a local passenger and vehicle service connecting the island of Bressay with Lerwick in Shetland, Scotland.
  • C. Skye–Raasay ferry
    The Skye–Raasay ferry is a Scottish ferry service that connects the Isle of Skye with the nearby island of Raasay across the Sound of Raasay.
  • D. Stornoway–Ullapool ferry
    The Stornoway–Ullapool ferry is a major Scottish west coast ferry route linking the Isle of Lewis in the Outer Hebrides with the mainland port of Ullapool.
  • 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: Nigg–Cromarty ferry (seasonal)
Triple: [Nigg, hasTransport, Nigg–Cromarty ferry (seasonal)]
Generated description
The Nigg–Cromarty ferry is a seasonal passenger and vehicle service that crosses the entrance to the Cromarty Firth in the Scottish Highlands, linking the villages of Nigg and Cromarty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nigg–Cromarty ferry (seasonal)
Target entity description: The Nigg–Cromarty ferry is a seasonal passenger and vehicle service that crosses the entrance to the Cromarty Firth in the Scottish Highlands, linking the villages of Nigg and Cromarty.
  • A. Port Askaig–Feolin ferry
    The Port Askaig–Feolin ferry is a local vehicular and passenger ferry route linking the islands of Islay and Jura off the west coast of Scotland.
  • B. Bressay ferry
    The Bressay ferry is a local passenger and vehicle service connecting the island of Bressay with Lerwick in Shetland, Scotland.
  • C. Skye–Raasay ferry
    The Skye–Raasay ferry is a Scottish ferry service that connects the Isle of Skye with the nearby island of Raasay across the Sound of Raasay.
  • D. Stornoway–Ullapool ferry
    The Stornoway–Ullapool ferry is a major Scottish west coast ferry route linking the Isle of Lewis in the Outer Hebrides with the mainland port of Ullapool.
  • 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_69c68a6010108190925e5284de022660 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f26ea27c8190a55e0e0314b463d8 completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81110d7648190a8938db7061be454 completed March 28, 2026, 5:34 p.m.
NEDg Description generation batch_69c812b0b534819095dd2ae63ca7b2d0 completed March 28, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69c8147b3f3c8190ada85c9e37bf5e2b completed March 28, 2026, 5:48 p.m.
Created at: March 27, 2026, 3:10 p.m.