Triple

T12355361
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Corrections (Philippines) E294596 entity
Predicate legalBasis P125 FINISHED
Object Republic Act No. 10575
Republic Act No. 10575 is a Philippine law that modernizes and strengthens the Bureau of Corrections by restructuring its organization, upgrading its facilities, and professionalizing its personnel to improve the country’s prison system.
E983270 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: Republic Act No. 10575 | Statement: [Bureau of Corrections (Philippines), legalBasis, Republic Act No. 10575]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 10575
Context triple: [Bureau of Corrections (Philippines), legalBasis, Republic Act No. 10575]
  • A. Republic Act No. 9275
    Republic Act No. 9275, also known as the Philippine Clean Water Act of 2004, is a comprehensive law that establishes policies and regulations for protecting, preserving, and managing the country’s water quality and resources.
  • B. Republic Act No. 10654
    Republic Act No. 10654 is a Philippine law that strengthens fisheries management and conservation by amending the Fisheries Code to combat illegal, unreported, and unregulated fishing and enhance regulatory and enforcement powers.
  • C. Republic Act No. 10360
    Republic Act No. 10360 is a Philippine law that created the province of Davao Occidental by separating several municipalities from Davao del Sur.
  • D. Republic Act No. 11054
    Republic Act No. 11054, also known as the Bangsamoro Organic Law, is a Philippine statute that establishes and governs the autonomous political entity of the Bangsamoro in Mindanao.
  • E. Republic Act No. 10349
    Republic Act No. 10349 is a Philippine law that updates and extends the Armed Forces of the Philippines Modernization Program, providing funding and guidelines for upgrading military capabilities, including those of the Philippine Navy.
  • 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: Republic Act No. 10575
Triple: [Bureau of Corrections (Philippines), legalBasis, Republic Act No. 10575]
Generated description
Republic Act No. 10575 is a Philippine law that modernizes and strengthens the Bureau of Corrections by restructuring its organization, upgrading its facilities, and professionalizing its personnel to improve the country’s prison system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 10575
Target entity description: Republic Act No. 10575 is a Philippine law that modernizes and strengthens the Bureau of Corrections by restructuring its organization, upgrading its facilities, and professionalizing its personnel to improve the country’s prison system.
  • A. Republic Act No. 9275
    Republic Act No. 9275, also known as the Philippine Clean Water Act of 2004, is a comprehensive law that establishes policies and regulations for protecting, preserving, and managing the country’s water quality and resources.
  • B. Republic Act No. 10654
    Republic Act No. 10654 is a Philippine law that strengthens fisheries management and conservation by amending the Fisheries Code to combat illegal, unreported, and unregulated fishing and enhance regulatory and enforcement powers.
  • C. Republic Act No. 10360
    Republic Act No. 10360 is a Philippine law that created the province of Davao Occidental by separating several municipalities from Davao del Sur.
  • D. Republic Act No. 11054
    Republic Act No. 11054, also known as the Bangsamoro Organic Law, is a Philippine statute that establishes and governs the autonomous political entity of the Bangsamoro in Mindanao.
  • E. Republic Act No. 10349
    Republic Act No. 10349 is a Philippine law that updates and extends the Armed Forces of the Philippines Modernization Program, providing funding and guidelines for upgrading military capabilities, including those of the Philippine Navy.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f8bc60c8190b0ceb84093e70db4 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63ef437d08190b09132fa090504a5 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6400fe9888190ae8244ccc8e8bc39 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:54 p.m.