Triple
T5676618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banff |
E125100
|
entity |
| Predicate | coast |
P212
|
FINISHED |
| Object |
Moray Firth coast
The Moray Firth coast is a scenic stretch of northeastern Scottish shoreline known for its fishing villages, sandy beaches, and rich marine wildlife including dolphins and seabirds.
|
E542471
|
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: Moray Firth coast | Statement: [Banff, coast, Moray Firth coast]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moray Firth coast Context triple: [Banff, coast, Moray Firth coast]
-
A.
Solway Firth coast
The Solway Firth coast is a coastal region along the estuary between northwest England and southwest Scotland, known for its tidal flats, salt marshes, and historic maritime and industrial heritage.
-
B.
Fife coast
The Fife coast is a scenic stretch of shoreline in eastern Scotland, known for its fishing villages, sandy beaches, and part of the Fife Coastal Path.
-
C.
Firth of Forth coastline
The Firth of Forth coastline is the varied shorefront along the Firth of Forth estuary in eastern Scotland, featuring towns, beaches, harbors, and industrial sites between Edinburgh and the North Sea.
-
D.
Stonehaven coast
The Stonehaven coast is a scenic stretch of shoreline in Aberdeenshire, Scotland, known for its dramatic cliffs, historic sites, and its location along the geologically significant Highland Boundary Fault.
-
E.
Galloway coast
The Galloway coast is a rugged and scenic stretch of shoreline in southwest Scotland, known for its cliffs, sandy bays, wildlife, and views across the Irish Sea.
- 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: Moray Firth coast Triple: [Banff, coast, Moray Firth coast]
Generated description
The Moray Firth coast is a scenic stretch of northeastern Scottish shoreline known for its fishing villages, sandy beaches, and rich marine wildlife including dolphins and seabirds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Moray Firth coast Target entity description: The Moray Firth coast is a scenic stretch of northeastern Scottish shoreline known for its fishing villages, sandy beaches, and rich marine wildlife including dolphins and seabirds.
-
A.
Solway Firth coast
The Solway Firth coast is a coastal region along the estuary between northwest England and southwest Scotland, known for its tidal flats, salt marshes, and historic maritime and industrial heritage.
-
B.
Fife coast
The Fife coast is a scenic stretch of shoreline in eastern Scotland, known for its fishing villages, sandy beaches, and part of the Fife Coastal Path.
-
C.
Firth of Forth coastline
The Firth of Forth coastline is the varied shorefront along the Firth of Forth estuary in eastern Scotland, featuring towns, beaches, harbors, and industrial sites between Edinburgh and the North Sea.
-
D.
Stonehaven coast
The Stonehaven coast is a scenic stretch of shoreline in Aberdeenshire, Scotland, known for its dramatic cliffs, historic sites, and its location along the geologically significant Highland Boundary Fault.
-
E.
Galloway coast
The Galloway coast is a rugged and scenic stretch of shoreline in southwest Scotland, known for its cliffs, sandy bays, wildlife, and views across the Irish Sea.
- 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_69c008295c808190acfe78915e7d656a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c023728f488190a3622844d78caa13 |
completed | March 22, 2026, 5:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a3211b08190868811db3d5268b1 |
completed | March 22, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69c05be7f7cc8190bb1f8081289c5e02 |
completed | March 22, 2026, 9:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c06209c3588190a6ededf9c198d5c5 |
completed | March 22, 2026, 9:41 p.m. |
Created at: March 22, 2026, 3:43 p.m.