Triple

T15912161
Position Surface form Disambiguated ID Type / Status
Subject Loch Ken E385874 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Crossmichael
Crossmichael is a small rural village in Dumfries and Galloway, Scotland, situated near Loch Ken and known for its historic parish church and scenic surroundings.
E1182584 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: Crossmichael | Statement: [Loch Ken, hasNearbySettlement, Crossmichael]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crossmichael
Context triple: [Loch Ken, hasNearbySettlement, Crossmichael]
  • A. Kilcoy
    Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
  • B. Carrathool
    Carrathool is a small rural village and local government area in the Riverina region of New South Wales, Australia, known for its agricultural activities and historic bridge over the Murrumbidgee River.
  • C. Kingaroy
    Kingaroy is a rural town in Queensland, Australia, known as a major peanut-growing center and service hub for the surrounding agricultural region.
  • D. Culcairn
    Culcairn is a small rural town in the Riverina region of New South Wales, Australia, serving as a local service and transport hub.
  • E. Bundanoon
    Bundanoon is a picturesque village in New South Wales, Australia, known for its proximity to Morton National Park, bushwalking trails, and its role as a popular getaway in the Southern Highlands region.
  • 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: Crossmichael
Triple: [Loch Ken, hasNearbySettlement, Crossmichael]
Generated description
Crossmichael is a small rural village in Dumfries and Galloway, Scotland, situated near Loch Ken and known for its historic parish church and scenic surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crossmichael
Target entity description: Crossmichael is a small rural village in Dumfries and Galloway, Scotland, situated near Loch Ken and known for its historic parish church and scenic surroundings.
  • A. Kilcoy
    Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
  • B. Carrathool
    Carrathool is a small rural village and local government area in the Riverina region of New South Wales, Australia, known for its agricultural activities and historic bridge over the Murrumbidgee River.
  • C. Kingaroy
    Kingaroy is a rural town in Queensland, Australia, known as a major peanut-growing center and service hub for the surrounding agricultural region.
  • D. Culcairn
    Culcairn is a small rural town in the Riverina region of New South Wales, Australia, serving as a local service and transport hub.
  • E. Bundanoon
    Bundanoon is a picturesque village in New South Wales, Australia, known for its proximity to Morton National Park, bushwalking trails, and its role as a popular getaway in the Southern Highlands region.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156601c988190b9bd0cd75897651b completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb0592b5c8190a4597644864a6bcb completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb0ef7f3081908744a759bb3e4e8c completed May 9, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1dbd7d08190b84ae201e0866139 completed May 9, 2026, 10:14 p.m.
Created at: April 10, 2026, 4:52 a.m.