Triple

T16738014

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Public Finance of Guatemala	`E406765`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Public Credit Directorate of Guatemala The Public Credit Directorate of Guatemala is a governmental body responsible for managing the country’s public debt and overseeing the planning, negotiation, and administration of domestic and external financing.	`E406765`	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: Public Credit Directorate of Guatemala | Statement: [Ministry of Public Finance of Guatemala, hasPart, Public Credit Directorate of Guatemala]

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

Target entity: Public Credit Directorate of Guatemala
Context triple: [Ministry of Public Finance of Guatemala, hasPart, Public Credit Directorate of Guatemala]

A. Ministry of Public Finance of Guatemala
The Ministry of Public Finance of Guatemala is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
B. Ministry of the Interior of Guatemala
The Ministry of the Interior of Guatemala is the national government body responsible for internal security, public order, and oversight of police and civil protection services within the country.
C. Ministry of Public Health and Social Assistance of Guatemala
The Ministry of Public Health and Social Assistance of Guatemala is the national government body responsible for formulating and implementing the country’s public health policies and social welfare programs.
D. Ministry of Culture and Sports of Guatemala
The Ministry of Culture and Sports of Guatemala is the government body responsible for preserving the nation’s cultural heritage, promoting the arts, and overseeing sports development and policy across the country.
E. Government of Guatemala
The Government of Guatemala is the central political authority of the Republic of Guatemala, responsible for national administration, lawmaking, and public policy through its executive, legislative, and judicial branches.
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: Public Credit Directorate of Guatemala
Triple: [Ministry of Public Finance of Guatemala, hasPart, Public Credit Directorate of Guatemala]

Generated description

The Public Credit Directorate of Guatemala is a governmental body responsible for managing the country’s public debt and overseeing the planning, negotiation, and administration of domestic and external financing.

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

Target entity: Public Credit Directorate of Guatemala
Target entity description: The Public Credit Directorate of Guatemala is a governmental body responsible for managing the country’s public debt and overseeing the planning, negotiation, and administration of domestic and external financing.

A. Ministry of Public Finance of Guatemala chosen
The Ministry of Public Finance of Guatemala is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
B. Ministry of the Interior of Guatemala
The Ministry of the Interior of Guatemala is the national government body responsible for internal security, public order, and oversight of police and civil protection services within the country.
C. Ministry of Public Health and Social Assistance of Guatemala
The Ministry of Public Health and Social Assistance of Guatemala is the national government body responsible for formulating and implementing the country’s public health policies and social welfare programs.
D. Ministry of Culture and Sports of Guatemala
The Ministry of Culture and Sports of Guatemala is the government body responsible for preserving the nation’s cultural heritage, promoting the arts, and overseeing sports development and policy across the country.
E. Government of Guatemala
The Government of Guatemala is the central political authority of the Republic of Guatemala, responsible for national administration, lawmaking, and public policy through its executive, legislative, and judicial branches.
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_69d8838ffb088190a0b11149929006bf`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e39c3b60fc81908cf331448b4b5598`	completed	April 18, 2026, 2:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a009d4ea8208190aed0a4014a10d120`	completed	May 10, 2026, 2:59 p.m.
NEDg	Description generation	`batch_6a009ed297488190a20558efb9f91a55`	completed	May 10, 2026, 3:05 p.m.
NED2	Entity disambiguation (via description)	`batch_6a009f460010819086cfd7a7d74cb435`	completed	May 10, 2026, 3:07 p.m.

Created at: April 10, 2026, 5:20 a.m.