Triple

T15775164
Position Surface form Disambiguated ID Type / Status
Subject Machars E382470 entity
Predicate containsSettlement P847 FINISHED
Object Auchenmalg
Auchenmalg is a small coastal settlement in the Machars area of Dumfries and Galloway in southwest Scotland, known for its scenic bay and rural character.
E1187381 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: Auchenmalg | Statement: [Machars, containsSettlement, Auchenmalg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auchenmalg
Context triple: [Machars, containsSettlement, Auchenmalg]
  • A. Auchenblae
    Auchenblae is a small rural village in Aberdeenshire, Scotland, historically associated with agriculture and the surrounding Mearns countryside.
  • B. Ballochmyle
    Ballochmyle is a scenic area in East Ayrshire, Scotland, best known for its association with Robert Burns’s poem “The Lass o’ Ballochmyle” and its picturesque rural landscape along the River Ayr.
  • C. Achnacloich
    Achnacloich is a small rural settlement in the Sleat area on the Isle of Skye in the Scottish Highlands.
  • D. Ardrishaig
    Ardrishaig is a coastal village on the shores of Loch Gilp in Argyll and Bute, Scotland, known historically as a small harbor and gateway to the surrounding lochs and canals.
  • E. Auchmithie
    Auchmithie is a small historic fishing village on the east coast of Scotland, known for its dramatic cliffs and association with the origin of the Arbroath smokie.
  • 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: Auchenmalg
Triple: [Machars, containsSettlement, Auchenmalg]
Generated description
Auchenmalg is a small coastal settlement in the Machars area of Dumfries and Galloway in southwest Scotland, known for its scenic bay and rural character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auchenmalg
Target entity description: Auchenmalg is a small coastal settlement in the Machars area of Dumfries and Galloway in southwest Scotland, known for its scenic bay and rural character.
  • A. Auchenblae
    Auchenblae is a small rural village in Aberdeenshire, Scotland, historically associated with agriculture and the surrounding Mearns countryside.
  • B. Ballochmyle
    Ballochmyle is a scenic area in East Ayrshire, Scotland, best known for its association with Robert Burns’s poem “The Lass o’ Ballochmyle” and its picturesque rural landscape along the River Ayr.
  • C. Achnacloich
    Achnacloich is a small rural settlement in the Sleat area on the Isle of Skye in the Scottish Highlands.
  • D. Ardrishaig
    Ardrishaig is a coastal village on the shores of Loch Gilp in Argyll and Bute, Scotland, known historically as a small harbor and gateway to the surrounding lochs and canals.
  • E. Auchmithie
    Auchmithie is a small historic fishing village on the east coast of Scotland, known for its dramatic cliffs and association with the origin of the Arbroath smokie.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05198c1588190a65e23c18443eb5c completed April 16, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3b4378c81908850161988a03b9e completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc45e6ff48190bb7b82adb4161ad0 completed May 9, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69ffc4cea4108190927b107fc24df597 completed May 9, 2026, 11:35 p.m.
Created at: April 10, 2026, 4:47 a.m.