Triple

T10924711
Position Surface form Disambiguated ID Type / Status
Subject national fiscal framework of Kenya E258035 entity
Predicate governingLaw P125 FINISHED
Object Public Procurement and Asset Disposal Act 2015
The Public Procurement and Asset Disposal Act 2015 is a Kenyan law that regulates how public entities procure goods, works, and services and dispose of public assets to promote transparency, fairness, and value for money in the use of public funds.
E894078 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: Public Procurement and Asset Disposal Act 2015 | Statement: [national fiscal framework of Kenya, governingLaw, Public Procurement and Asset Disposal Act 2015]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Procurement and Asset Disposal Act 2015
Context triple: [national fiscal framework of Kenya, governingLaw, Public Procurement and Asset Disposal Act 2015]
  • A. Public Governance, Performance and Accountability Act 2013
    The Public Governance, Performance and Accountability Act 2013 is an Australian federal law that sets out the core governance, financial management, and performance reporting framework for Commonwealth entities and officials.
  • B. Public Finance Act 1989
    The Public Finance Act 1989 is a key New Zealand statute that modernised government financial management by introducing accrual accounting, greater transparency, and stricter accountability for public sector spending.
  • C. Re-use of Public Sector Information Regulations 2015
    The Re-use of Public Sector Information Regulations 2015 are UK regulations that modernise and expand the framework for accessing and reusing information held by public sector bodies, implementing updated EU rules on open data and transparency.
  • D. Planning and Compulsory Purchase Act 2004
    The Planning and Compulsory Purchase Act 2004 is a key UK statute that overhauled the land-use planning system, introducing new development plan procedures and strengthening the framework for managing spatial planning and compulsory purchase.
  • E. Public Finance Management Act
    The Public Finance Management Act is a key South African law that governs how national and provincial government finances are managed, promoting transparency, accountability, and sound financial controls in the public sector.
  • 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: Public Procurement and Asset Disposal Act 2015
Triple: [national fiscal framework of Kenya, governingLaw, Public Procurement and Asset Disposal Act 2015]
Generated description
The Public Procurement and Asset Disposal Act 2015 is a Kenyan law that regulates how public entities procure goods, works, and services and dispose of public assets to promote transparency, fairness, and value for money in the use of public funds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Procurement and Asset Disposal Act 2015
Target entity description: The Public Procurement and Asset Disposal Act 2015 is a Kenyan law that regulates how public entities procure goods, works, and services and dispose of public assets to promote transparency, fairness, and value for money in the use of public funds.
  • A. Public Governance, Performance and Accountability Act 2013
    The Public Governance, Performance and Accountability Act 2013 is an Australian federal law that sets out the core governance, financial management, and performance reporting framework for Commonwealth entities and officials.
  • B. Public Finance Act 1989
    The Public Finance Act 1989 is a key New Zealand statute that modernised government financial management by introducing accrual accounting, greater transparency, and stricter accountability for public sector spending.
  • C. Re-use of Public Sector Information Regulations 2015
    The Re-use of Public Sector Information Regulations 2015 are UK regulations that modernise and expand the framework for accessing and reusing information held by public sector bodies, implementing updated EU rules on open data and transparency.
  • D. Planning and Compulsory Purchase Act 2004
    The Planning and Compulsory Purchase Act 2004 is a key UK statute that overhauled the land-use planning system, introducing new development plan procedures and strengthening the framework for managing spatial planning and compulsory purchase.
  • E. Public Finance Management Act
    The Public Finance Management Act is a key South African law that governs how national and provincial government finances are managed, promoting transparency, accountability, and sound financial controls in the public sector.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7708f7ab48190b60a4bb8fdb17c8e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e217369b648190914c58db6f6e0200 completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.