Triple

T14062411
Position Surface form Disambiguated ID Type / Status
Subject Public Procurement Regulatory Authority (PPRA) E338377 entity
Predicate legalBasis P125 FINISHED
Object Public Procurement Regulatory Authority Ordinance, 2002 E338377 NE FINISHED

How this triple was built (2 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 Regulatory Authority Ordinance, 2002 | Statement: [Public Procurement Regulatory Authority (PPRA), legalBasis, Public Procurement Regulatory Authority Ordinance, 2002]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Procurement Regulatory Authority Ordinance, 2002
Context triple: [Public Procurement Regulatory Authority (PPRA), legalBasis, Public Procurement Regulatory Authority Ordinance, 2002]
  • A. 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.
  • B. Public Procurement Regulatory Authority (PPRA) chosen
    The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
  • C. Government Procurement Code
    The Government Procurement Code is a plurilateral trade agreement established under the GATT framework to open and regulate government purchasing markets among participating countries, later evolving into the WTO Agreement on Government Procurement.
  • D. 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.
  • E. Public Finance Management Act 2012
    The Public Finance Management Act 2012 is a Kenyan law that establishes the principles, structures, and procedures for managing public funds and overseeing national and county government finances.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de568876308190840361dcaf10bd45 completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6673de881909653c7691422b800 completed May 7, 2026, 3:57 p.m.
Created at: April 9, 2026, 10:21 p.m.