Triple
T1238963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayr |
E26613
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Ayr Beach
Ayr Beach is a popular sandy seaside destination on Scotland’s southwest coast, known for its expansive shoreline, views of the Isle of Arran, and traditional promenade.
|
E142662
|
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: Ayr Beach | Statement: [Ayr, hasAttraction, Ayr Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayr Beach Context triple: [Ayr, hasAttraction, Ayr Beach]
-
A.
Cramond Beach
Cramond Beach is a sandy shoreline on the Firth of Forth near Edinburgh, Scotland, popular for coastal walks and views of nearby Cramond Island.
-
B.
Glasgow–Barra beach landing route
The Glasgow–Barra beach landing route is a unique Scottish domestic air service famed for using the tidal beach on Barra as its runway, often cited as one of the world’s most unusual scheduled flight experiences.
-
C.
Cramond
Cramond is a historic village and suburb in the north-west of Edinburgh, Scotland, situated at the mouth of the River Almond on the Firth of Forth.
-
D.
Tentsmuir
Tentsmuir is a coastal area in northeast Fife, Scotland, known for its extensive sand dunes, pine forest, and nature reserve rich in wildlife.
-
E.
Dalgety Bay
Dalgety Bay is a coastal town in Fife, Scotland, situated on the northern shore of the Firth of Forth and known for its commuter links to Edinburgh.
- 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: Ayr Beach Triple: [Ayr, hasAttraction, Ayr Beach]
Generated description
Ayr Beach is a popular sandy seaside destination on Scotland’s southwest coast, known for its expansive shoreline, views of the Isle of Arran, and traditional promenade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayr Beach Target entity description: Ayr Beach is a popular sandy seaside destination on Scotland’s southwest coast, known for its expansive shoreline, views of the Isle of Arran, and traditional promenade.
-
A.
Cramond Beach
Cramond Beach is a sandy shoreline on the Firth of Forth near Edinburgh, Scotland, popular for coastal walks and views of nearby Cramond Island.
-
B.
Glasgow–Barra beach landing route
The Glasgow–Barra beach landing route is a unique Scottish domestic air service famed for using the tidal beach on Barra as its runway, often cited as one of the world’s most unusual scheduled flight experiences.
-
C.
Cramond
Cramond is a historic village and suburb in the north-west of Edinburgh, Scotland, situated at the mouth of the River Almond on the Firth of Forth.
-
D.
Tentsmuir
Tentsmuir is a coastal area in northeast Fife, Scotland, known for its extensive sand dunes, pine forest, and nature reserve rich in wildlife.
-
E.
Dalgety Bay
Dalgety Bay is a coastal town in Fife, Scotland, situated on the northern shore of the Firth of Forth and known for its commuter links to Edinburgh.
- 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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf406b988190a12aa26bbcb88d6a |
completed | March 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f7755fc819089e23eca81583885 |
completed | March 7, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69ac903eb12c8190a4024a71f15b19a4 |
completed | March 7, 2026, 8:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac916522b081908401b89261f99d50 |
completed | March 7, 2026, 8:58 p.m. |
Created at: March 1, 2026, 7:47 p.m.