Triple

T8307839
Position Surface form Disambiguated ID Type / Status
Subject Invergordon E194506 entity
Predicate hasNearbyPortFacility P5648 FINISHED
Object Port of Cromarty Firth
The Port of Cromarty Firth is a major deep-water port in the Scottish Highlands, known for serving the oil and gas, cruise, and renewable energy industries.
E744521 NE FINISHED

How this triple was built (5 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: Port of Cromarty Firth | Statement: [Invergordon, hasNearbyPortFacility, Port of Cromarty Firth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Cromarty Firth
Context triple: [Invergordon, hasNearbyPortFacility, Port of Cromarty Firth]
  • A. Fraserburgh harbour
    Fraserburgh harbour is a major fishing and commercial port located in the coastal town of Fraserburgh in the Buchan area of Aberdeenshire, Scotland.
  • B. Aberdeen Harbour
    Aberdeen Harbour is a sheltered bay on the south side of Hong Kong Island, historically known for its fishing community, floating village, and busy typhoon shelter.
  • C. Aberdeen Harbour
    Aberdeen Harbour is a major commercial port in northeast Scotland that serves as a key hub for North Sea oil, gas, and ferry traffic.
  • D. Peterhead harbour
    Peterhead harbour is a major fishing and commercial port located in the town of Peterhead on the northeast coast of Scotland.
  • E. Kirkwall Harbour
    Kirkwall Harbour is the main port and maritime gateway for the town of Kirkwall in Orkney, Scotland, serving ferries, fishing vessels, and other marine traffic.
  • 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: Port of Cromarty Firth
Triple: [Invergordon, hasNearbyPortFacility, Port of Cromarty Firth]
Generated description
The Port of Cromarty Firth is a major deep-water port in the Scottish Highlands, known for serving the oil and gas, cruise, and renewable energy industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Cromarty Firth
Target entity description: The Port of Cromarty Firth is a major deep-water port in the Scottish Highlands, known for serving the oil and gas, cruise, and renewable energy industries.
  • A. Fraserburgh harbour
    Fraserburgh harbour is a major fishing and commercial port located in the coastal town of Fraserburgh in the Buchan area of Aberdeenshire, Scotland.
  • B. Aberdeen Harbour
    Aberdeen Harbour is a sheltered bay on the south side of Hong Kong Island, historically known for its fishing community, floating village, and busy typhoon shelter.
  • C. Aberdeen Harbour
    Aberdeen Harbour is a major commercial port in northeast Scotland that serves as a key hub for North Sea oil, gas, and ferry traffic.
  • D. Peterhead harbour
    Peterhead harbour is a major fishing and commercial port located in the town of Peterhead on the northeast coast of Scotland.
  • E. Kirkwall Harbour
    Kirkwall Harbour is the main port and maritime gateway for the town of Kirkwall in Orkney, Scotland, serving ferries, fishing vessels, and other marine traffic.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNearbyPortFacility
Context triple: [Invergordon, hasNearbyPortFacility, Port of Cromarty Firth]
  • A. hasNearbyFerryPort
    Indicates that one location is situated close enough to another location that serves as a ferry port to be considered nearby.
  • B. hasNearbyHarbor
    Indicates that one location has a harbor situated close to it in geographic proximity.
  • C. hasNearbyPortAccess
    Indicates that an entity is located close enough to a port to feasibly use it for access or transport.
  • D. isHomePortOf
    Indicates that a particular location serves as the primary base or port where a vessel or fleet is officially registered, stationed, or regularly returns.
  • E. hasNearbyFacility chosen
    Indicates that one entity is located close to or in the vicinity of a particular facility.
  • F. None of above.

Provenance (6 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_69ca82e613e88190bf8139669bbd0d53 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f2a86bc81909749c40c640aa9f8 completed March 31, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69cea7f7060c81908ad70682063c66f1 completed April 2, 2026, 5:31 p.m.
NEDg Description generation batch_69cea994f0ac819092fb34a0f2357611 completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa4c7ba08190be86cccc3a857656 completed April 2, 2026, 5:41 p.m.
PD Predicate disambiguation batch_69cb70bb3a708190bc705222092da614 completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 5:54 p.m.