Triple

T3138268

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northern Samar	`E65583`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Provincial Government of Northern Samar The Provincial Government of Northern Samar is the local governing body responsible for administering public services, development programs, and policy implementation across the province of Northern Samar in the Philippines.	`E65583`	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: Provincial Government of Northern Samar | Statement: [Northern Samar, governedBy, Provincial Government of Northern Samar]

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

Target entity: Provincial Government of Northern Samar
Context triple: [Northern Samar, governedBy, Provincial Government of Northern Samar]

A. Northern Samar
Northern Samar is a province in the Eastern Visayas region of the Philippines, known for its rugged coastlines, caves, and predominantly Waray-speaking population.
B. Department of Public Works of the Northern Mariana Islands
The Department of Public Works of the Northern Mariana Islands is the territorial government agency responsible for planning, constructing, and maintaining public infrastructure and facilities across the islands.
C. Camarines Norte
Camarines Norte is a province in the Bicol Region of the Philippines known for its gold mining history, Pacific coastline, and islands with white-sand beaches.
D. Davao Occidental
Davao Occidental is a province in the southern Philippines located on the southwestern part of Mindanao, known for its coastal landscapes and emerging eco-tourism sites.
E. Palawan Council for Sustainable Development
The Palawan Council for Sustainable Development is a Philippine government body responsible for overseeing and coordinating sustainable development, environmental protection, and resource management policies in the province of Palawan.
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: Provincial Government of Northern Samar
Triple: [Northern Samar, governedBy, Provincial Government of Northern Samar]

Generated description

The Provincial Government of Northern Samar is the local governing body responsible for administering public services, development programs, and policy implementation across the province of Northern Samar in the Philippines.

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

Target entity: Provincial Government of Northern Samar
Target entity description: The Provincial Government of Northern Samar is the local governing body responsible for administering public services, development programs, and policy implementation across the province of Northern Samar in the Philippines.

A. Northern Samar chosen
Northern Samar is a province in the Eastern Visayas region of the Philippines, known for its rugged coastlines, caves, and predominantly Waray-speaking population.
B. Department of Public Works of the Northern Mariana Islands
The Department of Public Works of the Northern Mariana Islands is the territorial government agency responsible for planning, constructing, and maintaining public infrastructure and facilities across the islands.
C. Camarines Norte
Camarines Norte is a province in the Bicol Region of the Philippines known for its gold mining history, Pacific coastline, and islands with white-sand beaches.
D. Davao Occidental
Davao Occidental is a province in the southern Philippines located on the southwestern part of Mindanao, known for its coastal landscapes and emerging eco-tourism sites.
E. Palawan Council for Sustainable Development
The Palawan Council for Sustainable Development is a Philippine government body responsible for overseeing and coordinating sustainable development, environmental protection, and resource management policies in the province of Palawan.
F. None of above.

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_69ad8581c25c8190b0d85ba9b9baa531`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada574509c81908a88bb10ea35516d`	completed	March 8, 2026, 4:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b20f8a1a2081909081c36075d4ddbe`	completed	March 12, 2026, 12:57 a.m.
NEDg	Description generation	`batch_69b2137b30508190a5a9a439d77ae3bb`	completed	March 12, 2026, 1:14 a.m.
NED2	Entity disambiguation (via description)	`batch_69b21413338c8190997d0f2f11f41008`	completed	March 12, 2026, 1:17 a.m.

Created at: March 8, 2026, 3:05 p.m.