Triple

T2992157
Position Surface form Disambiguated ID Type / Status
Subject Kingdom of Fife council area E80780 entity
Predicate containsSettlement P847 FINISHED
Object Milnathort
Milnathort is a small historic village in Perth and Kinross, Scotland, situated near Loch Leven and known for its rural character and scenic surroundings.
E320957 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: Milnathort | Statement: [Kingdom of Fife council area, containsSettlement, Milnathort]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milnathort
Context triple: [Kingdom of Fife council area, containsSettlement, Milnathort]
  • A. Ardlethan
    Ardlethan is a small rural town in the Riverina region of New South Wales, Australia, known historically for tin mining and as a Merino sheep and grain farming community.
  • B. Longniddry
    Longniddry is a coastal village in Scotland known for its sandy beach, golf course, and role as a commuter settlement for nearby Edinburgh.
  • C. Inchgalbraith
    Inchgalbraith is a small, rocky island on Loch Lomond in Scotland, historically associated with the Clan Galbraith and the remains of an ancient stronghold.
  • D. Kingussie
    Kingussie is a small town in the Scottish Highlands that serves as a local hub and rail stop on the route between Edinburgh and Inverness.
  • E. Ecclefechan
    Ecclefechan is a small village in Dumfries and Galloway in southwest Scotland, noted as the birthplace of the writer and historian Thomas Carlyle.
  • 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: Milnathort
Triple: [Kingdom of Fife council area, containsSettlement, Milnathort]
Generated description
Milnathort is a small historic village in Perth and Kinross, Scotland, situated near Loch Leven and known for its rural character and scenic surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milnathort
Target entity description: Milnathort is a small historic village in Perth and Kinross, Scotland, situated near Loch Leven and known for its rural character and scenic surroundings.
  • A. Ardlethan
    Ardlethan is a small rural town in the Riverina region of New South Wales, Australia, known historically for tin mining and as a Merino sheep and grain farming community.
  • B. Longniddry
    Longniddry is a coastal village in Scotland known for its sandy beach, golf course, and role as a commuter settlement for nearby Edinburgh.
  • C. Inchgalbraith
    Inchgalbraith is a small, rocky island on Loch Lomond in Scotland, historically associated with the Clan Galbraith and the remains of an ancient stronghold.
  • D. Kingussie
    Kingussie is a small town in the Scottish Highlands that serves as a local hub and rail stop on the route between Edinburgh and Inverness.
  • E. Ecclefechan
    Ecclefechan is a small village in Dumfries and Galloway in southwest Scotland, noted as the birthplace of the writer and historian Thomas Carlyle.
  • 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99df69d08190a0e25efb0dc8d653 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1de9d8f6c81909c216efbf2f720fc completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1dfa2fb28819089d7d76d9dc72e06 completed March 11, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69b1e0243a848190bce24d035a79fc0a completed March 11, 2026, 9:35 p.m.
Created at: March 8, 2026, 2:59 p.m.