Triple
T7563042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern Hills District |
E178839
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bayton
Bayton is a small rural village and civil parish in Worcestershire, England, known for its countryside setting within the Malvern Hills area.
|
E673032
|
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: Bayton | Statement: [Malvern Hills District, contains, Bayton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bayton Context triple: [Malvern Hills District, contains, Bayton]
-
A.
Batian
Batian is the highest peak of Mount Kenya, a prominent volcanic mountain in central Kenya.
-
B.
Bayana
Bayana is a historic town in the Braj cultural region of northern India, known for its ancient forts and temples.
-
C.
Kiloran
Kiloran is a small coastal settlement on the Scottish island of Colonsay, known for its scenic bay and sandy beach.
-
D.
Balmaha
Balmaha is a small Scottish village on the eastern shore of Loch Lomond, known as a gateway to the loch’s islands and a popular stop on the West Highland Way walking route.
-
E.
Heyburn
Heyburn is a surname of English and Scottish origin borne by various notable individuals, including American judge John G. Heyburn II.
- 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: Bayton Triple: [Malvern Hills District, contains, Bayton]
Generated description
Bayton is a small rural village and civil parish in Worcestershire, England, known for its countryside setting within the Malvern Hills area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bayton Target entity description: Bayton is a small rural village and civil parish in Worcestershire, England, known for its countryside setting within the Malvern Hills area.
-
A.
Batian
Batian is the highest peak of Mount Kenya, a prominent volcanic mountain in central Kenya.
-
B.
Bayana
Bayana is a historic town in the Braj cultural region of northern India, known for its ancient forts and temples.
-
C.
Kiloran
Kiloran is a small coastal settlement on the Scottish island of Colonsay, known for its scenic bay and sandy beach.
-
D.
Balmaha
Balmaha is a small Scottish village on the eastern shore of Loch Lomond, known as a gateway to the loch’s islands and a popular stop on the West Highland Way walking route.
-
E.
Heyburn
Heyburn is a surname of English and Scottish origin borne by various notable individuals, including American judge John G. Heyburn II.
- 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_69c69f2f80288190b95cceb4da92ab2b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8fb1c00819096bdb73334d8d72e |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856d42e988190a4b4982c0471d96d |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c85740b33c8190bbbb01dd011393c9 |
completed | March 28, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8579c35108190aae23dab088d8835 |
completed | March 28, 2026, 10:35 p.m. |
Created at: March 27, 2026, 3:50 p.m.