Triple

T11611149
Position Surface form Disambiguated ID Type / Status
Subject Environmental Management Bureau E275385 entity
Predicate legalBasis P125 FINISHED
Object 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.
E952682 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. 9275 | Statement: [Environmental Management Bureau, legalBasis, Republic Act No. 9275]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 9275
Context triple: [Environmental Management Bureau, legalBasis, Republic Act No. 9275]
  • A. Republic Act No. 9155
    Republic Act No. 9155 is a Philippine law that redefined the governance of basic education by strengthening the Department of Education and institutionalizing a decentralized, school-based management system.
  • B. Republic Act No. 9165
    Republic Act No. 9165 is the Philippines’ Comprehensive Dangerous Drugs Act of 2002, which establishes the country’s modern legal framework for drug prevention, control, and enforcement.
  • C. Republic Act No. 9647
    Republic Act No. 9647 is a Philippine law that established Philippine Normal University as the country’s National Center for Teacher Education and defined its mandate in teacher training and education research.
  • D. Republic Act No. 9282
    Republic Act No. 9282 is a Philippine law that elevated the Court of Tax Appeals to the same level as the Court of Appeals and expanded its jurisdiction over tax-related cases.
  • E. Republic Act No. 9503
    Republic Act No. 9503 is a Philippine law that expanded and strengthened the jurisdiction, structure, and powers of the Court of Tax Appeals as a specialized tax court.
  • 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. 9275
Triple: [Environmental Management Bureau, legalBasis, Republic Act No. 9275]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 9275
Target entity description: 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.
  • A. Republic Act No. 9155
    Republic Act No. 9155 is a Philippine law that redefined the governance of basic education by strengthening the Department of Education and institutionalizing a decentralized, school-based management system.
  • B. Republic Act No. 9165
    Republic Act No. 9165 is the Philippines’ Comprehensive Dangerous Drugs Act of 2002, which establishes the country’s modern legal framework for drug prevention, control, and enforcement.
  • C. Republic Act No. 9647
    Republic Act No. 9647 is a Philippine law that established Philippine Normal University as the country’s National Center for Teacher Education and defined its mandate in teacher training and education research.
  • D. Republic Act No. 9282
    Republic Act No. 9282 is a Philippine law that elevated the Court of Tax Appeals to the same level as the Court of Appeals and expanded its jurisdiction over tax-related cases.
  • E. Republic Act No. 9503
    Republic Act No. 9503 is a Philippine law that expanded and strengthened the jurisdiction, structure, and powers of the Court of Tax Appeals as a specialized tax court.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a043a3c08190a20cbc2ba5a8d218 completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4171833948190adafe71ab0d9d2de completed May 1, 2026, 2:59 a.m.
NEDg Description generation batch_69f41f16f43c81909f5d36e8b4b0b9c3 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f4225a4b5c8190958aaddbd10035b1 completed May 1, 2026, 3:47 a.m.
Created at: April 8, 2026, 9:38 p.m.