Triple

T18881114

Position	Surface form	Disambiguated ID	Type / Status
Subject	Secretary of Social Welfare and Development of the Philippines	`E461828`	entity
Predicate	nativeLabel	`P657`	FINISHED
Object	Kalihim ng Kagalingang Panlipunan at Pagpapaunlad Kalihim ng Kagalingang Panlipunan at Pagpapaunlad is the Filipino title for the cabinet official in charge of the Philippines’ Department of Social Welfare and Development, overseeing social protection and poverty-reduction programs.	`E1347012`	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: Kalihim ng Kagalingang Panlipunan at Pagpapaunlad | Statement: [Secretary of Social Welfare and Development of the Philippines, nativeLabel, Kalihim ng Kagalingang Panlipunan at Pagpapaunlad]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Kalihim ng Kagalingang Panlipunan at Pagpapaunlad
Context triple: [Secretary of Social Welfare and Development of the Philippines, nativeLabel, Kalihim ng Kagalingang Panlipunan at Pagpapaunlad]

A. Kalihim ng Kalakalan at Industriya
Kalihim ng Kalakalan at Industriya is the Filipino title for the head of the Philippines’ Department of Trade and Industry, responsible for national trade, industry development, and consumer protection policies.
B. Kalihim ng Pambansang Tanggulan
Kalihim ng Pambansang Tanggulan is the Filipino title for the cabinet official who heads the Philippines’ Department of National Defense and oversees the country’s defense and military affairs.
C. Kalihim ng Badyet at Pamamahala
Kalihim ng Badyet at Pamamahala is the Filipino title for the Philippine Cabinet official who heads the Department of Budget and Management and oversees the national government’s budgeting and fiscal management.
D. Kalihim ng Ugnayang Panlabas
Kalihim ng Ugnayang Panlabas is the Filipino title for the cabinet official who heads the Philippines’ Department of Foreign Affairs and oversees the country’s international relations and diplomacy.
E. Kalihim ng Edukasyon
Kalihim ng Edukasyon is the Filipino title for the head of the Department of Education in the Philippines, responsible for overseeing the country’s basic education system and policies.
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: Kalihim ng Kagalingang Panlipunan at Pagpapaunlad
Triple: [Secretary of Social Welfare and Development of the Philippines, nativeLabel, Kalihim ng Kagalingang Panlipunan at Pagpapaunlad]

Generated description

Kalihim ng Kagalingang Panlipunan at Pagpapaunlad is the Filipino title for the cabinet official in charge of the Philippines’ Department of Social Welfare and Development, overseeing social protection and poverty-reduction programs.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Kalihim ng Kagalingang Panlipunan at Pagpapaunlad
Target entity description: Kalihim ng Kagalingang Panlipunan at Pagpapaunlad is the Filipino title for the cabinet official in charge of the Philippines’ Department of Social Welfare and Development, overseeing social protection and poverty-reduction programs.

A. Kalihim ng Kalakalan at Industriya
Kalihim ng Kalakalan at Industriya is the Filipino title for the head of the Philippines’ Department of Trade and Industry, responsible for national trade, industry development, and consumer protection policies.
B. Kalihim ng Pambansang Tanggulan
Kalihim ng Pambansang Tanggulan is the Filipino title for the cabinet official who heads the Philippines’ Department of National Defense and oversees the country’s defense and military affairs.
C. Kalihim ng Badyet at Pamamahala
Kalihim ng Badyet at Pamamahala is the Filipino title for the Philippine Cabinet official who heads the Department of Budget and Management and oversees the national government’s budgeting and fiscal management.
D. Kalihim ng Ugnayang Panlabas
Kalihim ng Ugnayang Panlabas is the Filipino title for the cabinet official who heads the Philippines’ Department of Foreign Affairs and oversees the country’s international relations and diplomacy.
E. Kalihim ng Edukasyon
Kalihim ng Edukasyon is the Filipino title for the head of the Department of Education in the Philippines, responsible for overseeing the country’s basic education system and policies.
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_69d8dcfc3430819095ee6fc0eb4c06a5`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5c3d133f08190a482e601c1866662`	completed	April 20, 2026, 6:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0575c4f044819086125edb8d0f07ca`	completed	May 14, 2026, 7:12 a.m.
NEDg	Description generation	`batch_6a057954c5b88190937627ae912260d2`	completed	May 14, 2026, 7:27 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0579b6fc3c8190979029570f06a546`	completed	May 14, 2026, 7:28 a.m.

Created at: April 10, 2026, 11:57 a.m.