Triple

T11611543
Position Surface form Disambiguated ID Type / Status
Subject Palawan Council for Sustainable Development E275395 entity
Predicate legalBasis P125 FINISHED
Object Republic Act No. 7611
Republic Act No. 7611 is a Philippine law that establishes a comprehensive framework for the sustainable development and environmental protection of the province of Palawan.
E959109 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. 7611 | Statement: [Palawan Council for Sustainable Development, legalBasis, Republic Act No. 7611]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 7611
Context triple: [Palawan Council for Sustainable Development, legalBasis, Republic Act No. 7611]
  • A. Republic Act No. 7610
    Republic Act No. 7610 is a Philippine law that provides special protection to children against abuse, exploitation, and discrimination, prescribing stronger sanctions for offenses committed against them.
  • B. Republic Act No. 7160
    Republic Act No. 7160 is the Philippine law that comprehensively defines the powers, structure, and responsibilities of local government units, promoting local autonomy and decentralization.
  • C. Republic Act No. 7653
    Republic Act No. 7653 is the Philippine law that reorganized and strengthened the country’s central banking system by establishing the modern Bangko Sentral ng Pilipinas and defining its powers and functions.
  • D. Republic Act No. 7104
    Republic Act No. 7104 is a Philippine law that created the Komisyon sa Wikang Filipino as the official government body tasked with developing, preserving, and promoting Filipino and other Philippine languages.
  • E. Republic Act No. 6657
    Republic Act No. 6657, also known as the Comprehensive Agrarian Reform Law of 1988, is a Philippine statute that governs land redistribution and agrarian reform to promote social justice and rural development.
  • 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. 7611
Triple: [Palawan Council for Sustainable Development, legalBasis, Republic Act No. 7611]
Generated description
Republic Act No. 7611 is a Philippine law that establishes a comprehensive framework for the sustainable development and environmental protection of the province of Palawan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 7611
Target entity description: Republic Act No. 7611 is a Philippine law that establishes a comprehensive framework for the sustainable development and environmental protection of the province of Palawan.
  • A. Republic Act No. 7610
    Republic Act No. 7610 is a Philippine law that provides special protection to children against abuse, exploitation, and discrimination, prescribing stronger sanctions for offenses committed against them.
  • B. Republic Act No. 7160
    Republic Act No. 7160 is the Philippine law that comprehensively defines the powers, structure, and responsibilities of local government units, promoting local autonomy and decentralization.
  • C. Republic Act No. 7653
    Republic Act No. 7653 is the Philippine law that reorganized and strengthened the country’s central banking system by establishing the modern Bangko Sentral ng Pilipinas and defining its powers and functions.
  • D. Republic Act No. 7104
    Republic Act No. 7104 is a Philippine law that created the Komisyon sa Wikang Filipino as the official government body tasked with developing, preserving, and promoting Filipino and other Philippine languages.
  • E. Republic Act No. 6657
    Republic Act No. 6657, also known as the Comprehensive Agrarian Reform Law of 1988, is a Philippine statute that governs land redistribution and agrarian reform to promote social justice and rural development.
  • 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_69f48a027dec8190aea103f0974186b0 completed May 1, 2026, 11:09 a.m.
NEDg Description generation batch_69f48df7790c8190a8e79466f032e86d completed May 1, 2026, 11:26 a.m.
NED2 Entity disambiguation (via description) batch_69f490dfe4e4819092d7494ba9b807db completed May 1, 2026, 11:39 a.m.
Created at: April 8, 2026, 9:38 p.m.