Triple

T11610845
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Fisheries and Aquatic Resources E275378 entity
Predicate legalBasis P125 FINISHED
Object Philippine Fisheries Code of 1998
The Philippine Fisheries Code of 1998 is a national law that governs the conservation, management, and sustainable development of the Philippines’ fisheries and aquatic resources.
E936594 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: Philippine Fisheries Code of 1998 | Statement: [Bureau of Fisheries and Aquatic Resources, legalBasis, Philippine Fisheries Code of 1998]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philippine Fisheries Code of 1998
Context triple: [Bureau of Fisheries and Aquatic Resources, legalBasis, Philippine Fisheries Code of 1998]
  • A. Bureau of Fisheries and Aquatic Resources (Philippines)
    The Bureau of Fisheries and Aquatic Resources (Philippines) is the national government agency responsible for managing, developing, and conserving the country’s fisheries and aquatic resources.
  • B. Philippine Indigenous Peoples Rights Act
    The Philippine Indigenous Peoples Rights Act is a landmark 1997 law that recognizes and protects the ancestral domains, self-governance, cultural integrity, and human rights of indigenous peoples in the Philippines.
  • C. Republic Act No. 7898
    Republic Act No. 7898 is a Philippine law that established a long-term program to modernize and upgrade the capabilities of the Armed Forces of the Philippines.
  • D. Republic Act No. 7228
    Republic Act No. 7228 is a Philippine law that established the province of Sarangani in the southern island of Mindanao.
  • E. Republic Act No. 1425
    Republic Act No. 1425, commonly known as the Rizal Law, mandates the teaching of the life, works, and writings of national hero José Rizal in all schools in the Philippines to foster nationalism and patriotism.
  • 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: Philippine Fisheries Code of 1998
Triple: [Bureau of Fisheries and Aquatic Resources, legalBasis, Philippine Fisheries Code of 1998]
Generated description
The Philippine Fisheries Code of 1998 is a national law that governs the conservation, management, and sustainable development of the Philippines’ fisheries and aquatic resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philippine Fisheries Code of 1998
Target entity description: The Philippine Fisheries Code of 1998 is a national law that governs the conservation, management, and sustainable development of the Philippines’ fisheries and aquatic resources.
  • A. Bureau of Fisheries and Aquatic Resources (Philippines)
    The Bureau of Fisheries and Aquatic Resources (Philippines) is the national government agency responsible for managing, developing, and conserving the country’s fisheries and aquatic resources.
  • B. Philippine Indigenous Peoples Rights Act
    The Philippine Indigenous Peoples Rights Act is a landmark 1997 law that recognizes and protects the ancestral domains, self-governance, cultural integrity, and human rights of indigenous peoples in the Philippines.
  • C. Republic Act No. 7898
    Republic Act No. 7898 is a Philippine law that established a long-term program to modernize and upgrade the capabilities of the Armed Forces of the Philippines.
  • D. Republic Act No. 7228
    Republic Act No. 7228 is a Philippine law that established the province of Sarangani in the southern island of Mindanao.
  • E. Republic Act No. 1425
    Republic Act No. 1425, commonly known as the Rizal Law, mandates the teaching of the life, works, and writings of national hero José Rizal in all schools in the Philippines to foster nationalism and patriotism.
  • 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_69e8a8311bcc8190a3fe7d28c593aea3 completed April 22, 2026, 10:51 a.m.
NEDg Description generation batch_69e8af9665648190b7732076aa129671 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69ee5b3a3720819095a4a87176e052cb completed April 26, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:38 p.m.