Triple

T5924601
Position Surface form Disambiguated ID Type / Status
Subject Nigel Shadbolt E131774 entity
Predicate memberOf P10 FINISHED
Object UK government’s Public Sector Transparency Board
The UK government’s Public Sector Transparency Board was an advisory body established to promote open data and transparency across the public sector, helping to shape policies on releasing government information to the public.
E554907 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: UK government’s Public Sector Transparency Board | Statement: [Nigel Shadbolt, memberOf, UK government’s Public Sector Transparency Board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UK government’s Public Sector Transparency Board
Context triple: [Nigel Shadbolt, memberOf, UK government’s Public Sector Transparency Board]
  • A. Office of Public Sector Information
    The Office of Public Sector Information was a UK government body responsible for overseeing the re-use and licensing of public sector information and promoting open access to official data.
  • B. Re-use of Public Sector Information Regulations 2005
    The Re-use of Public Sector Information Regulations 2005 are UK regulations that implement the EU PSI Directive, setting the framework for how public sector information can be accessed, licensed, and reused by individuals and businesses.
  • C. Freedom of Information (Scotland) Act 2002
    The Freedom of Information (Scotland) Act 2002 is a Scottish law that grants the public a legal right to access information held by Scottish public authorities, promoting transparency and accountability in government.
  • D. Framework for Accountable Government in Northern Ireland
    The Framework for Accountable Government in Northern Ireland was a 1995 policy proposal outlining structures for devolved, power-sharing governance and political accountability in Northern Ireland during the peace process.
  • E. Directive 2003/98/EC on the re-use of public sector information
    Directive 2003/98/EC on the re-use of public sector information is an EU law that sets common rules to facilitate the reuse of public sector data and documents for commercial and non-commercial purposes across member states.
  • 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: UK government’s Public Sector Transparency Board
Triple: [Nigel Shadbolt, memberOf, UK government’s Public Sector Transparency Board]
Generated description
The UK government’s Public Sector Transparency Board was an advisory body established to promote open data and transparency across the public sector, helping to shape policies on releasing government information to the public.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UK government’s Public Sector Transparency Board
Target entity description: The UK government’s Public Sector Transparency Board was an advisory body established to promote open data and transparency across the public sector, helping to shape policies on releasing government information to the public.
  • A. Office of Public Sector Information
    The Office of Public Sector Information was a UK government body responsible for overseeing the re-use and licensing of public sector information and promoting open access to official data.
  • B. Re-use of Public Sector Information Regulations 2005
    The Re-use of Public Sector Information Regulations 2005 are UK regulations that implement the EU PSI Directive, setting the framework for how public sector information can be accessed, licensed, and reused by individuals and businesses.
  • C. Freedom of Information (Scotland) Act 2002
    The Freedom of Information (Scotland) Act 2002 is a Scottish law that grants the public a legal right to access information held by Scottish public authorities, promoting transparency and accountability in government.
  • D. Framework for Accountable Government in Northern Ireland
    The Framework for Accountable Government in Northern Ireland was a 1995 policy proposal outlining structures for devolved, power-sharing governance and political accountability in Northern Ireland during the peace process.
  • E. Directive 2003/98/EC on the re-use of public sector information
    Directive 2003/98/EC on the re-use of public sector information is an EU law that sets common rules to facilitate the reuse of public sector data and documents for commercial and non-commercial purposes across member states.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03852806c81908ba726c16adf3358 completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c0483e3481908e50f8b34b11a878 completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c1442eb48190bc67c77764116b17 completed March 23, 2026, 4:27 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1c31b108190af16c66f6e8a4c25 completed March 23, 2026, 4:29 a.m.
Created at: March 22, 2026, 4 p.m.