Triple

T13889626
Position Surface form Disambiguated ID Type / Status
Subject Finance Division of Pakistan E333934 entity
Predicate usesDocument P3129 FINISHED
Object Medium Term Budgetary Framework
The Medium Term Budgetary Framework is a multi-year public financial planning and budgeting tool that links policy priorities to resource allocation to improve fiscal discipline and budget predictability.
E1068053 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: Medium Term Budgetary Framework | Statement: [Finance Division of Pakistan, usesDocument, Medium Term Budgetary Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medium Term Budgetary Framework
Context triple: [Finance Division of Pakistan, usesDocument, Medium Term Budgetary Framework]
  • A. One Budgetary Framework
    One Budgetary Framework is a core component of the UN “Delivering as One” approach that consolidates and aligns all UN funding in a country into a single, coherent budget to improve coordination, transparency, and effectiveness of development assistance.
  • B. Medium Term Defense Program
    The Medium Term Defense Program is Japan’s multi-year defense planning framework that outlines the country’s medium-range military buildup, procurement priorities, and capability development goals.
  • C. multiannual financial framework of the European Union
    The multiannual financial framework of the European Union is the EU’s long-term budget plan that sets binding expenditure ceilings and priorities over a multi-year period, guiding how EU funds are allocated and spent.
  • D. Charter for Budget Responsibility
    The Charter for Budget Responsibility is a UK government framework that sets out the fiscal rules and objectives guiding the Office for Budget Responsibility’s oversight of public finances.
  • E. annual Expenditure Budget of the Federation
    The annual Expenditure Budget of the Federation is Mexico’s federal government spending plan that allocates public resources across programs, sectors, and agencies for a given fiscal year.
  • 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: Medium Term Budgetary Framework
Triple: [Finance Division of Pakistan, usesDocument, Medium Term Budgetary Framework]
Generated description
The Medium Term Budgetary Framework is a multi-year public financial planning and budgeting tool that links policy priorities to resource allocation to improve fiscal discipline and budget predictability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medium Term Budgetary Framework
Target entity description: The Medium Term Budgetary Framework is a multi-year public financial planning and budgeting tool that links policy priorities to resource allocation to improve fiscal discipline and budget predictability.
  • A. One Budgetary Framework
    One Budgetary Framework is a core component of the UN “Delivering as One” approach that consolidates and aligns all UN funding in a country into a single, coherent budget to improve coordination, transparency, and effectiveness of development assistance.
  • B. Medium Term Defense Program
    The Medium Term Defense Program is Japan’s multi-year defense planning framework that outlines the country’s medium-range military buildup, procurement priorities, and capability development goals.
  • C. multiannual financial framework of the European Union
    The multiannual financial framework of the European Union is the EU’s long-term budget plan that sets binding expenditure ceilings and priorities over a multi-year period, guiding how EU funds are allocated and spent.
  • D. Charter for Budget Responsibility
    The Charter for Budget Responsibility is a UK government framework that sets out the fiscal rules and objectives guiding the Office for Budget Responsibility’s oversight of public finances.
  • E. annual Expenditure Budget of the Federation
    The annual Expenditure Budget of the Federation is Mexico’s federal government spending plan that allocates public resources across programs, sectors, and agencies for a given fiscal year.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de23a3a24881908d81d634622fbbcc completed April 14, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c718140c8190a625da87231ee814 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c83a3e04819097b6e0b5a3161b9a completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c976e96c8190b59f46d9b758e8e2 completed May 3, 2026, 10:17 p.m.
Created at: April 9, 2026, 10:15 p.m.