Triple

T16959414

Position	Surface form	Disambiguated ID	Type / Status
Subject	Secretary of Public Works and Highways	`E411387`	entity
Predicate	nativeLabel	`P657`	FINISHED
Object	Kalihim ng mga Pagawaing Bayan at Lansangan Kalihim ng mga Pagawaing Bayan at Lansangan is the Filipino title for the Cabinet official in the Philippines who heads the Department of Public Works and Highways, overseeing national infrastructure and road development.	`E1243672`	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 mga Pagawaing Bayan at Lansangan | Statement: [Secretary of Public Works and Highways, nativeLabel, Kalihim ng mga Pagawaing Bayan at Lansangan]

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

Target entity: Kalihim ng mga Pagawaing Bayan at Lansangan
Context triple: [Secretary of Public Works and Highways, nativeLabel, Kalihim ng mga Pagawaing Bayan at Lansangan]

A. Kagawaran ng mga Pagawain at Lansangang Bayan
Kagawaran ng mga Pagawain at Lansangang Bayan is the Philippine government department responsible for planning, constructing, and maintaining the country’s public infrastructure, particularly roads and highways.
B. Municipal Government of Kalamansig
The Municipal Government of Kalamansig is the local administrative authority responsible for governing and managing public services, development programs, and regulatory functions within the municipality of Kalamansig in the Philippines.
C. Municipal Government of San Luis, Pampanga
The Municipal Government of San Luis, Pampanga is the local administrative authority responsible for governing and delivering public services within the municipality of San Luis in the province of Pampanga, Philippines.
D. Bayan ng Poro
Bayan ng Poro is a municipality in the province of Cebu in the Philippines, located on Poro Island in the Camotes Sea.
E. Municipal Government of Pambujan
The Municipal Government of Pambujan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Pambujan.
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 mga Pagawaing Bayan at Lansangan
Triple: [Secretary of Public Works and Highways, nativeLabel, Kalihim ng mga Pagawaing Bayan at Lansangan]

Generated description

Kalihim ng mga Pagawaing Bayan at Lansangan is the Filipino title for the Cabinet official in the Philippines who heads the Department of Public Works and Highways, overseeing national infrastructure and road development.

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

Target entity: Kalihim ng mga Pagawaing Bayan at Lansangan
Target entity description: Kalihim ng mga Pagawaing Bayan at Lansangan is the Filipino title for the Cabinet official in the Philippines who heads the Department of Public Works and Highways, overseeing national infrastructure and road development.

A. Kagawaran ng mga Pagawain at Lansangang Bayan
Kagawaran ng mga Pagawain at Lansangang Bayan is the Philippine government department responsible for planning, constructing, and maintaining the country’s public infrastructure, particularly roads and highways.
B. Municipal Government of Kalamansig
The Municipal Government of Kalamansig is the local administrative authority responsible for governing and managing public services, development programs, and regulatory functions within the municipality of Kalamansig in the Philippines.
C. Municipal Government of San Luis, Pampanga
The Municipal Government of San Luis, Pampanga is the local administrative authority responsible for governing and delivering public services within the municipality of San Luis in the province of Pampanga, Philippines.
D. Bayan ng Poro
Bayan ng Poro is a municipality in the province of Cebu in the Philippines, located on Poro Island in the Camotes Sea.
E. Municipal Government of Pambujan
The Municipal Government of Pambujan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Pambujan.
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.