Triple
T9638065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cromarty Firth |
E232985
|
entity |
| Predicate | hasMajorSettlementOnShore |
P969
|
FINISHED |
| Object | Invergordon |
E194506
|
NE FINISHED |
How this triple was built (3 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 Firth, hasMajorSettlementOnShore, Invergordon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Invergordon Context triple: [Cromarty Firth, hasMajorSettlementOnShore, Invergordon]
-
A.
Invergordon
chosen
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.
-
B.
Rosneath
Rosneath is a small village in Argyll and Bute, Scotland, situated on the Rosneath Peninsula overlooking Gare Loch.
-
C.
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.
-
D.
Gourock
Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMajorSettlementOnShore Context triple: [Cromarty Firth, hasMajorSettlementOnShore, Invergordon]
-
A.
hasCityOnShore
chosen
Indicates that a city is located on or directly adjacent to the shore of a body of water.
-
B.
isCoastalSettlementOf
Indicates that a settlement is located on or near the coast within the territory of a specified geographic or administrative area.
-
C.
hasShoreOn
Indicates that one geographic entity borders or is directly adjacent to the shore of another body of water.
-
D.
hasCoastline
Indicates that a geographic entity is bordered by and directly touches a sea or ocean along part of its boundary.
-
E.
hasHighwayAlongShore
Indicates that a highway runs adjacent to or closely follows the shoreline of a body of water.
- F. None of above.
Provenance (4 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_69ca848a5a908190aad251f4137b0c3a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b51b08081908e30744607b28953 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d189fd53fc8190bc36f2b8e0e21036 |
completed | April 4, 2026, 10 p.m. |
| PD | Predicate disambiguation | batch_69ccd5acfa5c8190aaba3cf548723604 |
completed | April 1, 2026, 8:22 a.m. |
Created at: March 30, 2026, 8:11 p.m.