Triple

T9465889
Position Surface form Disambiguated ID Type / Status
Subject Lorne (region in Scotland) E228268 entity
Predicate hasTransportHub P2413 FINISHED
Object Oban ferry terminal
Oban ferry terminal is a major west coast Scottish port that serves as a key gateway for ferry services to the Hebridean islands.
 E800788 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: Oban ferry terminal | Statement: [Lorne (region in Scotland), hasTransportHub, Oban ferry terminal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oban ferry terminal
Context triple: [Lorne (region in Scotland), hasTransportHub, Oban ferry terminal]
  • A. Kilchoan ferry terminal
    Kilchoan ferry terminal is a small coastal port on the Ardnamurchan Peninsula in Scotland that serves as the main departure point for ferry services to the Isle of Mull.
  • B. Mallaig ferry terminal
    Mallaig ferry terminal is a key west coast Scottish port that serves as a gateway to the Isle of Skye and the Small Isles, handling passenger and vehicle ferries.
  • C. Cairnryan ferry terminal
    Cairnryan ferry terminal is a major Scottish port facility on Loch Ryan that provides ferry services across the Irish Sea, primarily linking Scotland with Northern Ireland.
  • D. Wemyss Bay Ferry Terminal
    Wemyss Bay Ferry Terminal is a key passenger and vehicle ferry port on Scotland’s west coast, providing services to the Isle of Bute and serving as an important transport link within Inverclyde.
  • E. Brodick ferry terminal
    Brodick ferry terminal is the main passenger and vehicle ferry port on the Isle of Arran in Scotland, providing a key transport link to the mainland.
  • 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: Oban ferry terminal
Triple: [Lorne (region in Scotland), hasTransportHub, Oban ferry terminal]
Generated description
Oban ferry terminal is a major west coast Scottish port that serves as a key gateway for ferry services to the Hebridean islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oban ferry terminal
Target entity description: Oban ferry terminal is a major west coast Scottish port that serves as a key gateway for ferry services to the Hebridean islands.
  • A. Kilchoan ferry terminal
    Kilchoan ferry terminal is a small coastal port on the Ardnamurchan Peninsula in Scotland that serves as the main departure point for ferry services to the Isle of Mull.
  • B. Mallaig ferry terminal
    Mallaig ferry terminal is a key west coast Scottish port that serves as a gateway to the Isle of Skye and the Small Isles, handling passenger and vehicle ferries.
  • C. Cairnryan ferry terminal
    Cairnryan ferry terminal is a major Scottish port facility on Loch Ryan that provides ferry services across the Irish Sea, primarily linking Scotland with Northern Ireland.
  • D. Wemyss Bay Ferry Terminal
    Wemyss Bay Ferry Terminal is a key passenger and vehicle ferry port on Scotland’s west coast, providing services to the Isle of Bute and serving as an important transport link within Inverclyde.
  • E. Brodick ferry terminal
    Brodick ferry terminal is the main passenger and vehicle ferry port on the Isle of Arran in Scotland, providing a key transport link to the mainland.
  • 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_69ca846fee388190a6ec273fd644b88b completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fdc08f08190ad17de08d2c2eca2 completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122b1440c81909de61d4e72eb93f4 completed April 4, 2026, 2:39 p.m.
NEDg Description generation batch_69d12381d9b08190bb1453ee510f8af7 completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d123e548e88190a85c8b3822879b72 completed April 4, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:53 p.m.