Triple

T17045780

Position	Surface form	Disambiguated ID	Type / Status
Subject	Baliuag	`E413563`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Municipal Mayor of Baliuag The Municipal Mayor of Baliuag is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of Baliuag, Philippines.	`E1248311`	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: Municipal Mayor of Baliuag | Statement: [Baliuag, governedBy, Municipal Mayor of Baliuag]

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

Target entity: Municipal Mayor of Baliuag
Context triple: [Baliuag, governedBy, Municipal Mayor of Baliuag]

A. Municipal Mayor of Los Baños
The Municipal Mayor of Los Baños is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of Los Baños, Philippines.
B. Vice Mayor of Manila
The Vice Mayor of Manila is the elected second-highest official of the city who presides over the city council and assumes the mayor’s duties when necessary.
C. Mayor of San Simon, Pampanga
The Mayor of San Simon, Pampanga is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of San Simon in the Philippine province of Pampanga.
D. Vice Mayor of Davao City
The Vice Mayor of Davao City is the elected official who presides over the city council and serves as the second-highest local government executive in Davao City, Philippines.
E. Municipal Mayor of Santa Barbara, Iloilo
The Municipal Mayor of Santa Barbara, Iloilo is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of Santa Barbara in the province of Iloilo, 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: Municipal Mayor of Baliuag
Triple: [Baliuag, governedBy, Municipal Mayor of Baliuag]

Generated description

The Municipal Mayor of Baliuag is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of Baliuag, Philippines.

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

Target entity: Municipal Mayor of Baliuag
Target entity description: The Municipal Mayor of Baliuag is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of Baliuag, Philippines.

A. Municipal Mayor of Los Baños
The Municipal Mayor of Los Baños is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of Los Baños, Philippines.
B. Vice Mayor of Manila
The Vice Mayor of Manila is the elected second-highest official of the city who presides over the city council and assumes the mayor’s duties when necessary.
C. Mayor of San Simon, Pampanga
The Mayor of San Simon, Pampanga is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of San Simon in the Philippine province of Pampanga.
D. Vice Mayor of Davao City
The Vice Mayor of Davao City is the elected official who presides over the city council and serves as the second-highest local government executive in Davao City, Philippines.
E. Municipal Mayor of Santa Barbara, Iloilo
The Municipal Mayor of Santa Barbara, Iloilo is the chief local executive responsible for leading the municipal government, implementing policies, and overseeing public services in the town of Santa Barbara in the province of Iloilo, 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_69d886cd18288190b006abab23f811b7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3da9d7e988190a5e3991c7123f9b0`	completed	April 18, 2026, 7:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a01233cd3d48190b002951881ef670b`	completed	May 11, 2026, 12:30 a.m.
NEDg	Description generation	`batch_6a0124f158a08190a803b37378a2c253`	completed	May 11, 2026, 12:38 a.m.
NED2	Entity disambiguation (via description)	`batch_6a012569322081908b60694851d50e4b`	completed	May 11, 2026, 12:40 a.m.

Created at: April 10, 2026, 5:33 a.m.