Triple

T1492998
Position Surface form Disambiguated ID Type / Status
Subject Cromarty coast of Scotland E29622 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Invergordon
Invergordon is a small Scottish port town on the Cromarty Firth, known for its deep-water harbor, cruise ship visits, and naval and industrial history.
 E194506 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: Invergordon | Statement: [Cromarty coast of Scotland, hasNearbySettlement, Invergordon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Invergordon
Context triple: [Cromarty coast of Scotland, hasNearbySettlement, Invergordon]
  • A. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • B. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • C. Arisaig
    Arisaig is a small coastal village on the west coast of the Scottish Highlands, known as a gateway to the Small Isles and for its scenic beaches and views over the Inner Hebrides.
  • D. Oban
    Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
  • E. Peterhead
    Peterhead is a coastal town in Aberdeenshire, northeast Scotland, known historically for its fishing industry and maritime heritage.
  • 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: Invergordon
Triple: [Cromarty coast of Scotland, hasNearbySettlement, Invergordon]
Generated description
Invergordon is a small Scottish port town on the Cromarty Firth, known for its deep-water harbor, cruise ship visits, and naval and industrial history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Invergordon
Target entity description: Invergordon is a small Scottish port town on the Cromarty Firth, known for its deep-water harbor, cruise ship visits, and naval and industrial history.
  • A. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • B. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • C. Arisaig
    Arisaig is a small coastal village on the west coast of the Scottish Highlands, known as a gateway to the Small Isles and for its scenic beaches and views over the Inner Hebrides.
  • D. Oban
    Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
  • E. Peterhead
    Peterhead is a coastal town in Aberdeenshire, northeast Scotland, known historically for its fishing industry and maritime heritage.
  • 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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6c4f0c88190a97ba4910c1a5d85 completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad8aad1a30819086df8e4ef3752263 completed March 8, 2026, 2:41 p.m.
NEDg Description generation batch_69ad979b7f2c819094c907bed705db3b completed March 8, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69ad9831a87c819089fc3b590ab7ecb2 completed March 8, 2026, 3:39 p.m.
Created at: March 1, 2026, 8:12 p.m.