Triple

T16959345
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Labor and Employment E411385 entity
Predicate legalBasis P125 FINISHED
Object Labor Code of the Philippines
The Labor Code of the Philippines is the primary law governing employment standards, labor relations, and workers’ rights in the Philippines.
E1243668 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: Labor Code of the Philippines | Statement: [Secretary of Labor and Employment, legalBasis, Labor Code of the Philippines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labor Code of the Philippines
Context triple: [Secretary of Labor and Employment, legalBasis, Labor Code of the Philippines]
  • A. Philippine Civil Code
    The Philippine Civil Code is the principal body of private law in the Philippines, governing areas such as obligations and contracts, property, family relations, and succession.
  • B. Batas Pambansa of the Philippines
    Batas Pambansa of the Philippines refers to the series of laws enacted by the interim and regular Batasang Pambansa (National Assembly) during the Marcos era, serving as a primary form of national legislation before the restoration of Congress under the 1987 Constitution.
  • C. Republic Act No. 8240
    Republic Act No. 8240 is a Philippine law that reorganized certain administrative regions, including the formation and delineation of Region IV-A (Calabarzon).
  • D. 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.
  • E. Republic Act No. 4221
    Republic Act No. 4221 is a Philippine law that partitioned the former Samar province into three separate provinces, including Northern Samar.
  • 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: Labor Code of the Philippines
Triple: [Secretary of Labor and Employment, legalBasis, Labor Code of the Philippines]
Generated description
The Labor Code of the Philippines is the primary law governing employment standards, labor relations, and workers’ rights in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labor Code of the Philippines
Target entity description: The Labor Code of the Philippines is the primary law governing employment standards, labor relations, and workers’ rights in the Philippines.
  • A. Philippine Civil Code
    The Philippine Civil Code is the principal body of private law in the Philippines, governing areas such as obligations and contracts, property, family relations, and succession.
  • B. Batas Pambansa of the Philippines
    Batas Pambansa of the Philippines refers to the series of laws enacted by the interim and regular Batasang Pambansa (National Assembly) during the Marcos era, serving as a primary form of national legislation before the restoration of Congress under the 1987 Constitution.
  • C. Republic Act No. 8240
    Republic Act No. 8240 is a Philippine law that reorganized certain administrative regions, including the formation and delineation of Region IV-A (Calabarzon).
  • D. 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.
  • E. Republic Act No. 4221
    Republic Act No. 4221 is a Philippine law that partitioned the former Samar province into three separate provinces, including Northern Samar.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01e420881909be1d93d7d6772fd completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d468f5048190aa43b212ec7a7306 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5f5f0448190be407979539fcd80 completed May 10, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a00d6e1add481908cce9048e3746e7c completed May 10, 2026, 7:05 p.m.
Created at: April 10, 2026, 5:31 a.m.