Triple

T16978805

Position	Surface form	Disambiguated ID	Type / Status
Subject	Paniqui	`E411886`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Municipal Government of Paniqui The Municipal Government of Paniqui is the local administrative body responsible for managing public services, development programs, and governance within the municipality of Paniqui in the Philippines.	`E1243510`	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 Paniqui | Statement: [Paniqui, governedBy, Municipal Government of Paniqui]

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

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

A. Municipal Government of Pambujan
The Municipal Government of Pambujan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Pambujan.
B. Municipality of Paihuano
The Municipality of Paihuano is the local government body responsible for administering the rural Andean commune of Paihuano in Chile’s Coquimbo Region.
C. Municipal Government of Pikit
The Municipal Government of Pikit is the local administrative authority responsible for delivering public services, implementing policies, and overseeing development within the municipality of Pikit in the Philippines.
D. Municipal Government of Parang
The Municipal Government of Parang is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Parang.
E. Municipal Government of Kalamansig
The Municipal Government of Kalamansig is the local administrative authority responsible for governing and managing public services, development programs, and regulatory functions within the municipality of Kalamansig 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 Paniqui
Triple: [Paniqui, governedBy, Municipal Government of Paniqui]

Generated description

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

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

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

A. Municipal Government of Pambujan
The Municipal Government of Pambujan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Pambujan.
B. Municipality of Paihuano
The Municipality of Paihuano is the local government body responsible for administering the rural Andean commune of Paihuano in Chile’s Coquimbo Region.
C. Municipal Government of Pikit
The Municipal Government of Pikit is the local administrative authority responsible for delivering public services, implementing policies, and overseeing development within the municipality of Pikit in the Philippines.
D. Municipal Government of Parang
The Municipal Government of Parang is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Parang.
E. Municipal Government of Kalamansig
The Municipal Government of Kalamansig is the local administrative authority responsible for governing and managing public services, development programs, and regulatory functions within the municipality of Kalamansig 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_69d886ca8f348190812768ea8d5055ce`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d185a9408190a991bf8a1ef694f0`	completed	April 18, 2026, 6:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00d477f7ec81909f1f0243004c9050`	completed	May 10, 2026, 6:54 p.m.
NEDg	Description generation	`batch_6a00d5503be88190ac15a327ff3782ec`	completed	May 10, 2026, 6:58 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00d66e450c8190ae0befd3d7875ed8`	completed	May 10, 2026, 7:03 p.m.

Created at: April 10, 2026, 5:32 a.m.