Triple

T3898818

Position	Surface form	Disambiguated ID	Type / Status
Subject	Zambales	`E90435`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Provincial Government of Zambales The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.	`E397540`	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 Zambales | Statement: [Zambales, governedBy, Provincial Government of Zambales]

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

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

A. Provincial Government of Pampanga
The Provincial Government of Pampanga is the local government authority responsible for administering the province of Pampanga in the Philippines, including its public services, development programs, and provincial policies.
B. Second District of Capiz
The Second District of Capiz is a legislative district in the Philippine province of Capiz that elects its own representative to the national House of Representatives.
C. Province of Laguna
The Province of Laguna is a province in the Calabarzon region of Luzon in the Philippines, known for its lakeside towns, hot springs, and historical significance as the birthplace of national hero José Rizal.
D. Province of Bataan
The Province of Bataan is a coastal province in Central Luzon, Philippines, historically significant for World War II events such as the Battle of Bataan and the Bataan Death March.
E. Government of Quezon City
The Government of Quezon City is the local governing body responsible for administering and providing public services, legislation, and development programs within Quezon City in the Philippines.
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 Zambales
Triple: [Zambales, governedBy, Provincial Government of Zambales]

Generated description

The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.

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

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

A. Provincial Government of Pampanga
The Provincial Government of Pampanga is the local government authority responsible for administering the province of Pampanga in the Philippines, including its public services, development programs, and provincial policies.
B. Second District of Capiz
The Second District of Capiz is a legislative district in the Philippine province of Capiz that elects its own representative to the national House of Representatives.
C. Province of Laguna
The Province of Laguna is a province in the Calabarzon region of Luzon in the Philippines, known for its lakeside towns, hot springs, and historical significance as the birthplace of national hero José Rizal.
D. Province of Bataan
The Province of Bataan is a coastal province in Central Luzon, Philippines, historically significant for World War II events such as the Battle of Bataan and the Bataan Death March.
E. Government of Quezon City
The Government of Quezon City is the local governing body responsible for administering and providing public services, legislation, and development programs within Quezon City in the Philippines.
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_69aed95d315881908cbf1bf4a7215fbf`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aeecefa3608190a7a20ed6df6a64b2`	completed	March 9, 2026, 3:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b51ca477a081908b7e6d2701833413`	completed	March 14, 2026, 8:30 a.m.
NEDg	Description generation	`batch_69b51dc74d6c819082d1cf4c8a5d3aba`	completed	March 14, 2026, 8:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69b51e27ce588190a9aa93f2fd063fad`	completed	March 14, 2026, 8:36 a.m.

Created at: March 9, 2026, 3:21 p.m.