Triple

T4024886

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Guatemala	`E91366`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Education of Guatemala The Ministry of Education of Guatemala is the national government body responsible for formulating and implementing the country’s educational policies, curricula, and public schooling system.	`E406767`	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: Ministry of Education of Guatemala | Statement: [Government of Guatemala, hasMinistry, Ministry of Education of Guatemala]

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

Target entity: Ministry of Education of Guatemala
Context triple: [Government of Guatemala, hasMinistry, Ministry of Education of Guatemala]

A. 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.
B. 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.
C. Academy of the Spanish Language in Guatemala
The Academy of the Spanish Language in Guatemala is the national institution responsible for studying, preserving, and regulating the use of the Spanish language in Guatemala.
D. Academia de Lenguas Mayas de Guatemala
The Academia de Lenguas Mayas de Guatemala is an official Guatemalan institution dedicated to the preservation, standardization, and promotion of the country’s Mayan languages and linguistic heritage.
E. Chilean Ministry of Education
The Chilean Ministry of Education is the government body responsible for designing, implementing, and overseeing national education policies and standards across Chile’s educational system.
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: Ministry of Education of Guatemala
Triple: [Government of Guatemala, hasMinistry, Ministry of Education of Guatemala]

Generated description

The Ministry of Education of Guatemala is the national government body responsible for formulating and implementing the country’s educational policies, curricula, and public schooling system.

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

Target entity: Ministry of Education of Guatemala
Target entity description: The Ministry of Education of Guatemala is the national government body responsible for formulating and implementing the country’s educational policies, curricula, and public schooling system.

A. 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.
B. 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.
C. Academy of the Spanish Language in Guatemala
The Academy of the Spanish Language in Guatemala is the national institution responsible for studying, preserving, and regulating the use of the Spanish language in Guatemala.
D. Academia de Lenguas Mayas de Guatemala
The Academia de Lenguas Mayas de Guatemala is an official Guatemalan institution dedicated to the preservation, standardization, and promotion of the country’s Mayan languages and linguistic heritage.
E. Chilean Ministry of Education
The Chilean Ministry of Education is the government body responsible for designing, implementing, and overseeing national education policies and standards across Chile’s educational system.
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_69aed9618b04819081750d979d2af098`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefacfb23081909a46878adb90ea6c`	completed	March 9, 2026, 4:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b54c84ce9081909ecf3aeee95cb2bf`	completed	March 14, 2026, 11:54 a.m.
NEDg	Description generation	`batch_69b54d076f708190a0d86120d78e8d77`	completed	March 14, 2026, 11:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69b54d5fa6c4819089d190c4cfdb8cd0`	completed	March 14, 2026, 11:58 a.m.

Created at: March 9, 2026, 3:35 p.m.