Triple

T15947013
Position Surface form Disambiguated ID Type / Status
Subject Banchory E386709 entity
Predicate hasLibrary P35 FINISHED
Object Banchory Library
Banchory Library is a public library serving the community of Banchory in Aberdeenshire, Scotland, providing access to books, information services, and local resources.
E1184296 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: Banchory Library | Statement: [Banchory, hasLibrary, Banchory Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Banchory Library
Context triple: [Banchory, hasLibrary, Banchory Library]
  • A. West Calder Library
    West Calder Library is a public library serving the community of West Calder, Scotland, by providing access to books, information resources, and local services.
  • B. Craigmillar Library
    Craigmillar Library is a public community library in the Craigmillar area of Edinburgh, Scotland, offering books, digital resources, and local services to residents.
  • C. Biggar Library
    Biggar Library is a public library serving the community of Biggar, providing access to books, information resources, and local services.
  • D. Johnstone Library
    Johnstone Library is a public library serving the community of Johnstone, Scotland, by providing access to books, information resources, and local services.
  • E. Midlothian Library
    Midlothian Library is a public library serving the community of Midlothian, Virginia, by providing access to books, digital resources, and educational programs.
  • 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: Banchory Library
Triple: [Banchory, hasLibrary, Banchory Library]
Generated description
Banchory Library is a public library serving the community of Banchory in Aberdeenshire, Scotland, providing access to books, information services, and local resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Banchory Library
Target entity description: Banchory Library is a public library serving the community of Banchory in Aberdeenshire, Scotland, providing access to books, information services, and local resources.
  • A. West Calder Library
    West Calder Library is a public library serving the community of West Calder, Scotland, by providing access to books, information resources, and local services.
  • B. Craigmillar Library
    Craigmillar Library is a public community library in the Craigmillar area of Edinburgh, Scotland, offering books, digital resources, and local services to residents.
  • C. Biggar Library
    Biggar Library is a public library serving the community of Biggar, providing access to books, information resources, and local services.
  • D. Johnstone Library
    Johnstone Library is a public library serving the community of Johnstone, Scotland, by providing access to books, information resources, and local services.
  • E. Midlothian Library
    Midlothian Library is a public library serving the community of Midlothian, Virginia, by providing access to books, digital resources, and educational programs.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d1a4c08190afc325491ba38870 completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5c0c8a481908aa7a40bca15e38e completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb6d3bc6c81909e4bbedeea557615 completed May 9, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7364cf88190b0930af7768dc429 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:53 a.m.