Triple

T8547975
Position Surface form Disambiguated ID Type / Status
Subject National Economic and Development Authority of the Philippines E202372 entity
Predicate documentProduced P490 FINISHED
Object Public Investment Program
The Public Investment Program is the Philippine government’s medium-term plan that prioritizes and coordinates major public infrastructure and development projects to support national economic and social goals.
E742272 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 Investment Program | Statement: [National Economic and Development Authority of the Philippines, documentProduced, Public Investment Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Investment Program
Context triple: [National Economic and Development Authority of the Philippines, documentProduced, Public Investment Program]
  • A. Public Investment Fund Program
    The Public Investment Fund Program is a key Saudi Arabian initiative aimed at transforming the Public Investment Fund into a leading global sovereign wealth fund to drive economic diversification and strategic investments under Vision 2030.
  • B. Public-Private Investment Program
    The Public-Private Investment Program was a U.S. government initiative launched during the 2008 financial crisis to partner public funds with private investors in purchasing distressed assets from financial institutions to help stabilize the banking system.
  • C. Targeted Investment Program
    The Targeted Investment Program was a component of the U.S. financial crisis response that provided direct capital injections to specific systemically important institutions to help stabilize the financial system.
  • D. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • E. Capital Purchase Program
    The Capital Purchase Program was a U.S. Treasury initiative under TARP that injected capital into banks by purchasing preferred stock to stabilize the financial system during the 2008 crisis.
  • 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 Investment Program
Triple: [National Economic and Development Authority of the Philippines, documentProduced, Public Investment Program]
Generated description
The Public Investment Program is the Philippine government’s medium-term plan that prioritizes and coordinates major public infrastructure and development projects to support national economic and social goals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Investment Program
Target entity description: The Public Investment Program is the Philippine government’s medium-term plan that prioritizes and coordinates major public infrastructure and development projects to support national economic and social goals.
  • A. Public Investment Fund Program
    The Public Investment Fund Program is a key Saudi Arabian initiative aimed at transforming the Public Investment Fund into a leading global sovereign wealth fund to drive economic diversification and strategic investments under Vision 2030.
  • B. Public-Private Investment Program
    The Public-Private Investment Program was a U.S. government initiative launched during the 2008 financial crisis to partner public funds with private investors in purchasing distressed assets from financial institutions to help stabilize the banking system.
  • C. Targeted Investment Program
    The Targeted Investment Program was a component of the U.S. financial crisis response that provided direct capital injections to specific systemically important institutions to help stabilize the financial system.
  • D. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • E. Capital Purchase Program
    The Capital Purchase Program was a U.S. Treasury initiative under TARP that injected capital into banks by purchasing preferred stock to stabilize the financial system during the 2008 crisis.
  • 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_69ca832461e88190a654c5e44e233aa8 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe7529b648190b4b1cf1cb8836546 completed March 31, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6dbbb12c819085d1abe289fd1f22 completed April 2, 2026, 1:23 p.m.
NEDg Description generation batch_69ce71d9eac481908610589efa9f9ddd completed April 2, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69ce75b832248190b7273605cf5ff67a completed April 2, 2026, 1:57 p.m.
Created at: March 30, 2026, 6:19 p.m.