Triple

T32158059

Position	Surface form	Disambiguated ID	Type / Status
Subject	Philippine disaster risk reduction system	`E821351`	entity
Predicate	legalFrameworkBasedOn	`P125`	FINISHED
Object	Republic Act No. 10121 Republic Act No. 10121 is a Philippine law that institutionalizes a comprehensive, community-based approach to disaster risk reduction and management, establishing structures, policies, and funding mechanisms to enhance the country’s resilience to natural and human-induced hazards.	`E1996622`	NE FINISHED

How this triple was built (3 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. 10121 | Statement: [Philippine disaster risk reduction system, legalFrameworkBasedOn, Republic Act No. 10121]

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. 10121
Triple: [Philippine disaster risk reduction system, legalFrameworkBasedOn, Republic Act No. 10121]

Generated description

Republic Act No. 10121 is a Philippine law that institutionalizes a comprehensive, community-based approach to disaster risk reduction and management, establishing structures, policies, and funding mechanisms to enhance the country’s resilience to natural and human-induced hazards.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: legalFrameworkBasedOn
Context triple: [Philippine disaster risk reduction system, legalFrameworkBasedOn, Republic Act No. 10121]

A. legalFrameworkStatus
Indicates the current legal or regulatory standing or condition of a given framework within a specified jurisdiction or context.
B. includesLegalFramework
Indicates that one entity encompasses, references, or incorporates a specific legal framework within its scope or content.
C. countryLegalFramework
Indicates the legal system, regulations, and institutional rules that govern actions and relationships within a given country.
D. legalBasis chosen
Indicates the legal rule, authority, or justification under which an action, decision, or status is established or carried out.
E. isFrameworkLawFor
Indicates that one legal framework or statute serves as the overarching or foundational law governing or structuring another law, policy, or regulatory domain.
F. None of above.

Provenance (6 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_69f34905e098819082191a6922a6d607`	completed	April 30, 2026, 12:20 p.m.
NER	Named-entity recognition	`batch_69fecb4d02f881909a9ee97ce98000d5`	completed	May 9, 2026, 5:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2f3b7d2a0c8190a662d47077c56fb3`	completed	June 14, 2026, 11:38 p.m.
NEDg	Description generation	`batch_6a2f3c736bfc81908ce644a6354f2ffa`	completed	June 14, 2026, 11:42 p.m.
NED2	Entity disambiguation (via description)	`batch_6a2f3e423968819096067d070c57c817`	completed	June 14, 2026, 11:50 p.m.
PD	Predicate disambiguation	`batch_69fec9846c1c8190b317f0711f0755db`	completed	May 9, 2026, 5:43 a.m.

Created at: May 1, 2026, 12:32 a.m.