Triple

T12478236

Position	Surface form	Disambiguated ID	Type / Status
Subject	San Fernando, La Union	`E298231`	entity
Predicate	governingBody	`P46`	FINISHED
Object	City Government of San Fernando, La Union The City Government of San Fernando, La Union is the local administrative authority responsible for managing public services, development programs, and governance within the city of San Fernando in the province of La Union, Philippines.	`E298231`	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: City Government of San Fernando, La Union | Statement: [San Fernando, La Union, governingBody, City Government of San Fernando, La Union]

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

Target entity: City Government of San Fernando, La Union
Context triple: [San Fernando, La Union, governingBody, City Government of San Fernando, La Union]

A. Sangguniang Panlungsod of San Fernando
The Sangguniang Panlungsod of San Fernando is the elected city council that serves as the local legislative body of the City of San Fernando in Pampanga, Philippines, enacting ordinances and resolutions for city governance.
B. Municipal Government of Santa Fe, Cebu
The Municipal Government of Santa Fe, Cebu is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Santa Fe in the province of Cebu, Philippines.
C. City Government of Himamaylan
The City Government of Himamaylan is the local administrative authority responsible for managing public services, development programs, and governance within Himamaylan City in the Philippines.
D. Municipality of San Fernando
The Municipality of San Fernando is the local government authority responsible for administering public services, development, and governance within the city of San Fernando.
E. San Fernando, La Union
San Fernando, La Union is a coastal city in northern Luzon, Philippines, known as the administrative, commercial, and educational hub of the Ilocos Region.
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: City Government of San Fernando, La Union
Triple: [San Fernando, La Union, governingBody, City Government of San Fernando, La Union]

Generated description

The City Government of San Fernando, La Union is the local administrative authority responsible for managing public services, development programs, and governance within the city of San Fernando in the province of La Union, Philippines.

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

Target entity: City Government of San Fernando, La Union
Target entity description: The City Government of San Fernando, La Union is the local administrative authority responsible for managing public services, development programs, and governance within the city of San Fernando in the province of La Union, Philippines.

A. Sangguniang Panlungsod of San Fernando
The Sangguniang Panlungsod of San Fernando is the elected city council that serves as the local legislative body of the City of San Fernando in Pampanga, Philippines, enacting ordinances and resolutions for city governance.
B. Municipal Government of Santa Fe, Cebu
The Municipal Government of Santa Fe, Cebu is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Santa Fe in the province of Cebu, Philippines.
C. City Government of Himamaylan
The City Government of Himamaylan is the local administrative authority responsible for managing public services, development programs, and governance within Himamaylan City in the Philippines.
D. Municipality of San Fernando
The Municipality of San Fernando is the local government authority responsible for administering public services, development, and governance within the city of San Fernando.
E. San Fernando, La Union chosen
San Fernando, La Union is a coastal city in northern Luzon, Philippines, known as the administrative, commercial, and educational hub of the Ilocos Region.
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_69d6ada377208190a36011199a4d8558`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94dcc24e48190ae9c367a03f659f4`	completed	April 10, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f2732a08190890493925e41a6e1`	completed	May 2, 2026, 6:15 p.m.
NEDg	Description generation	`batch_69f640b513488190893359e9964dbe98`	completed	May 2, 2026, 6:21 p.m.
NED2	Entity disambiguation (via description)	`batch_69f641abe114819093d99a327f2220c2`	completed	May 2, 2026, 6:25 p.m.

Created at: April 8, 2026, 9:56 p.m.