Triple
T8403282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | River Ness |
E198428
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Inverness waterfront
The Inverness waterfront is the scenic riverside area along the River Ness in Inverness, known for its picturesque walks, historic buildings, and views toward the Moray Firth.
|
E732495
|
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: Inverness waterfront | Statement: [River Ness, associatedWith, Inverness waterfront]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inverness waterfront Context triple: [River Ness, associatedWith, Inverness waterfront]
-
A.
Perth waterfront
Perth waterfront is a redeveloped riverside precinct in central Perth, Western Australia, featuring public spaces, promenades, and attractions along the Swan River.
-
B.
Montrose Harbour
Montrose Harbour is a historic port on the east coast of Scotland, serving as a commercial and fishing harbour for the town of Montrose.
-
C.
Rothesay Harbour
Rothesay Harbour is the main waterfront port and marina serving the town of Rothesay on the Isle of Bute in Scotland.
-
D.
Stonehaven Harbour
Stonehaven Harbour is a historic fishing and leisure port on Scotland’s northeast coast, known for its picturesque setting, stone piers, and role in the town’s maritime heritage.
-
E.
Oran waterfront
The Oran waterfront is a prominent seaside promenade in Oran, Algeria, known for its coastal views, public spaces, and role as a central recreational and social hub of the city.
- 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: Inverness waterfront Triple: [River Ness, associatedWith, Inverness waterfront]
Generated description
The Inverness waterfront is the scenic riverside area along the River Ness in Inverness, known for its picturesque walks, historic buildings, and views toward the Moray Firth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inverness waterfront Target entity description: The Inverness waterfront is the scenic riverside area along the River Ness in Inverness, known for its picturesque walks, historic buildings, and views toward the Moray Firth.
-
A.
Perth waterfront
Perth waterfront is a redeveloped riverside precinct in central Perth, Western Australia, featuring public spaces, promenades, and attractions along the Swan River.
-
B.
Montrose Harbour
Montrose Harbour is a historic port on the east coast of Scotland, serving as a commercial and fishing harbour for the town of Montrose.
-
C.
Rothesay Harbour
Rothesay Harbour is the main waterfront port and marina serving the town of Rothesay on the Isle of Bute in Scotland.
-
D.
Stonehaven Harbour
Stonehaven Harbour is a historic fishing and leisure port on Scotland’s northeast coast, known for its picturesque setting, stone piers, and role in the town’s maritime heritage.
-
E.
Oran waterfront
The Oran waterfront is a prominent seaside promenade in Oran, Algeria, known for its coastal views, public spaces, and role as a central recreational and social hub of the city.
- 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_69ca8310df9c8190b25f16161cca3e41 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb82505e0c81909549db59b7c4eb00 |
completed | March 31, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce02ece0a88190bf64abaa8d202de3 |
completed | April 2, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_69ce077f25648190b9a95fb72f5b4f8c |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce08e192088190ad8170b1bedd568d |
completed | April 2, 2026, 6:12 a.m. |
Created at: March 30, 2026, 6:04 p.m.