Triple

T23396304
Position Surface form Disambiguated ID Type / Status
Subject Scheduled monuments in Scotland E559367 entity
Predicate policyFramework P25238 FINISHED
Object Scottish planning policy
Scottish planning policy is the national framework that guides how land and the built environment are managed and developed in Scotland, balancing economic growth with environmental protection and heritage conservation.
E527862 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: Scottish planning policy | Statement: [Scheduled monuments in Scotland, policyFramework, Scottish planning policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scottish planning policy
Context triple: [Scheduled monuments in Scotland, policyFramework, Scottish planning policy]
  • A. National Planning Framework for Scotland
    The National Planning Framework for Scotland is the Scottish Government’s long-term spatial strategy that guides where development and infrastructure should occur to support sustainable economic growth and community wellbeing across the country.
  • B. Town and Country Planning (Scotland) Act 1997
    The Town and Country Planning (Scotland) Act 1997 is a key piece of Scottish legislation that consolidates and regulates the system of land use planning and development control in Scotland.
  • C. Planning (Scotland) Act 2019
    The Planning (Scotland) Act 2019 is a key piece of Scottish legislation that reforms and modernises the land-use planning system, shaping how development and place-making are managed across Scotland.
  • D. Planning etc. (Scotland) Act 2006
    The Planning etc. (Scotland) Act 2006 is a key piece of Scottish legislation that modernised the planning system, including provisions for the protection and management of nationally important landscapes and environments.
  • E. National Planning Policy Framework
    The National Planning Policy Framework is the UK government’s key planning document that sets out overarching principles and guidelines for sustainable land use, development, and decision-making in England.
  • 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: Scottish planning policy
Triple: [Scheduled monuments in Scotland, policyFramework, Scottish planning policy]
Generated description
Scottish planning policy is the national framework that guides how land and the built environment are managed and developed in Scotland, balancing economic growth with environmental protection and heritage conservation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scottish planning policy
Target entity description: Scottish planning policy is the national framework that guides how land and the built environment are managed and developed in Scotland, balancing economic growth with environmental protection and heritage conservation.
  • A. National Planning Framework for Scotland chosen
    The National Planning Framework for Scotland is the Scottish Government’s long-term spatial strategy that guides where development and infrastructure should occur to support sustainable economic growth and community wellbeing across the country.
  • B. Town and Country Planning (Scotland) Act 1997
    The Town and Country Planning (Scotland) Act 1997 is a key piece of Scottish legislation that consolidates and regulates the system of land use planning and development control in Scotland.
  • C. Planning (Scotland) Act 2019
    The Planning (Scotland) Act 2019 is a key piece of Scottish legislation that reforms and modernises the land-use planning system, shaping how development and place-making are managed across Scotland.
  • D. Planning etc. (Scotland) Act 2006
    The Planning etc. (Scotland) Act 2006 is a key piece of Scottish legislation that modernised the planning system, including provisions for the protection and management of nationally important landscapes and environments.
  • E. National Planning Policy Framework
    The National Planning Policy Framework is the UK government’s key planning document that sets out overarching principles and guidelines for sustainable land use, development, and decision-making in England.
  • F. None of above.

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_69e24549610c8190a069d6411ce5f661 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a4dc48008190bdcf92f8d9a5232d completed April 29, 2026, 6:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5def932881908633ef7c39ae5f37 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c5f90146c8190b5035747abcfdb6e completed May 19, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0c601b5d288190b5cf4f3e0c8cde15 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:36 p.m.