Triple
T13437253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inner Forth |
E320261
|
entity |
| Predicate | hasConservationProject |
P6139
|
FINISHED |
| Object |
Inner Forth Landscape Initiative
The Inner Forth Landscape Initiative is a large-scale partnership project focused on conserving, restoring, and celebrating the natural and cultural heritage of the Inner Forth estuary area in central Scotland.
|
E1040374
|
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: Inner Forth Landscape Initiative | Statement: [Inner Forth, hasConservationProject, Inner Forth Landscape Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inner Forth Landscape Initiative Context triple: [Inner Forth, hasConservationProject, Inner Forth Landscape Initiative]
-
A.
Rearcross uplands
Rearcross uplands is a rural upland area in County Tipperary, Ireland, known for its hilly landscapes and dispersed settlement around the village of Rearcross.
-
B.
Blackwater Valley Countryside Partnership
Blackwater Valley Countryside Partnership is a local environmental management and conservation organization that coordinates the protection, enhancement, and sustainable use of the Blackwater Valley’s natural landscapes and recreational spaces.
-
C.
Fife Coast and Countryside Trust
Fife Coast and Countryside Trust is an environmental charity that conserves, manages, and promotes Fife’s coastline and countryside for public access, recreation, and wildlife.
-
D.
Hebridean crofting landscape
The Hebridean crofting landscape is a traditional, low-intensity farming environment of small crofts, open moorland, and machair grasslands shaped by centuries of communal agriculture in Scotland’s Outer Hebrides.
-
E.
Inventory of Gardens and Designed Landscapes in Scotland
The Inventory of Gardens and Designed Landscapes in Scotland is a national register that identifies and protects Scotland’s most significant historic parks, gardens, and designed landscapes for their cultural, aesthetic, and historical value.
- 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: Inner Forth Landscape Initiative Triple: [Inner Forth, hasConservationProject, Inner Forth Landscape Initiative]
Generated description
The Inner Forth Landscape Initiative is a large-scale partnership project focused on conserving, restoring, and celebrating the natural and cultural heritage of the Inner Forth estuary area in central Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inner Forth Landscape Initiative Target entity description: The Inner Forth Landscape Initiative is a large-scale partnership project focused on conserving, restoring, and celebrating the natural and cultural heritage of the Inner Forth estuary area in central Scotland.
-
A.
Rearcross uplands
Rearcross uplands is a rural upland area in County Tipperary, Ireland, known for its hilly landscapes and dispersed settlement around the village of Rearcross.
-
B.
Blackwater Valley Countryside Partnership
Blackwater Valley Countryside Partnership is a local environmental management and conservation organization that coordinates the protection, enhancement, and sustainable use of the Blackwater Valley’s natural landscapes and recreational spaces.
-
C.
Fife Coast and Countryside Trust
Fife Coast and Countryside Trust is an environmental charity that conserves, manages, and promotes Fife’s coastline and countryside for public access, recreation, and wildlife.
-
D.
Hebridean crofting landscape
The Hebridean crofting landscape is a traditional, low-intensity farming environment of small crofts, open moorland, and machair grasslands shaped by centuries of communal agriculture in Scotland’s Outer Hebrides.
-
E.
Inventory of Gardens and Designed Landscapes in Scotland
The Inventory of Gardens and Designed Landscapes in Scotland is a national register that identifies and protects Scotland’s most significant historic parks, gardens, and designed landscapes for their cultural, aesthetic, and historical value.
- 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaee42a8c8190a85716b4a6db335e |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7399215bc8190b846906b0f081e7f |
completed | May 3, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69f73bd79b8c8190bf91865e22bd41d0 |
completed | May 3, 2026, 12:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f73c45b0748190ab9b1b524d206c0d |
completed | May 3, 2026, 12:15 p.m. |
Created at: April 9, 2026, 9:40 p.m.