Triple

T19825895

Position	Surface form	Disambiguated ID	Type / Status
Subject	Loboc	`E476323`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Municipal Government of Loboc The Municipal Government of Loboc is the local administrative body responsible for managing public services, development programs, and governance within the municipality of Loboc in the Philippines.	`E1397301`	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 Government of Loboc | Statement: [Loboc, governedBy, Municipal Government of Loboc]

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

Target entity: Municipal Government of Loboc
Context triple: [Loboc, governedBy, Municipal Government of Loboc]

A. Municipal Government of Lubao
The Municipal Government of Lubao is the local administrative body responsible for governing and providing public services to the municipality of Lubao in Pampanga, Philippines.
B. Municipal Government of Malabuyoc
The Municipal Government of Malabuyoc is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Malabuyoc in the Philippines.
C. Municipal Government of Bongabon
The Municipal Government of Bongabon is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Bongabon in the Philippines.
D. Municipal Government of Sibulan
The Municipal Government of Sibulan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Sibulan in the Philippines.
E. Municipal Government of Mambusao
The Municipal Government of Mambusao is the local administrative authority responsible for governing and delivering public services within the municipality of Mambusao 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: Municipal Government of Loboc
Triple: [Loboc, governedBy, Municipal Government of Loboc]

Generated description

The Municipal Government of Loboc is the local administrative body responsible for managing public services, development programs, and governance within the municipality of Loboc in the Philippines.

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

Target entity: Municipal Government of Loboc
Target entity description: The Municipal Government of Loboc is the local administrative body responsible for managing public services, development programs, and governance within the municipality of Loboc in the Philippines.

A. Municipal Government of Lubao
The Municipal Government of Lubao is the local administrative body responsible for governing and providing public services to the municipality of Lubao in Pampanga, Philippines.
B. Municipal Government of Malabuyoc
The Municipal Government of Malabuyoc is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Malabuyoc in the Philippines.
C. Municipal Government of Bongabon
The Municipal Government of Bongabon is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Bongabon in the Philippines.
D. Municipal Government of Sibulan
The Municipal Government of Sibulan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Sibulan in the Philippines.
E. Municipal Government of Mambusao
The Municipal Government of Mambusao is the local administrative authority responsible for governing and delivering public services within the municipality of Mambusao 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_69d8e51c7c188190b926f3a2a7b5f881`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e656c9e7348190a569a40bd1fca6ba`	completed	April 20, 2026, 4:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07ccd3f4308190879396a336026a83`	completed	May 16, 2026, 1:48 a.m.
NEDg	Description generation	`batch_6a07cf6713108190a887b91e26da1ca5`	completed	May 16, 2026, 1:59 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07d008357081908bff9ebfbda41ba1`	completed	May 16, 2026, 2:01 a.m.

Created at: April 10, 2026, 1:50 p.m.