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.