Triple

T205002

Position	Surface form	Disambiguated ID	Type / Status
Subject	Association of Academies of the Spanish Language	`E4591`	entity
Predicate	hasMember	`P10`	FINISHED
Object	North American Academy of the Spanish Language The North American Academy of the Spanish Language is a U.S.-based institution that promotes, studies, and safeguards the correct use and development of the Spanish language within North America.	`E34822`	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: North American Academy of the Spanish Language | Statement: [Association of Academies of the Spanish Language, hasMember, North American Academy of the Spanish Language]

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

Target entity: North American Academy of the Spanish Language
Context triple: [Association of Academies of the Spanish Language, hasMember, North American Academy of the Spanish Language]

A. Association of Academies of the Spanish Language
The Association of Academies of the Spanish Language is an international body that unites the official Spanish-language academies of multiple countries to coordinate and preserve the norms of the Spanish language.
B. Mexican Academy of Language
The Mexican Academy of Language is a scholarly institution in Mexico dedicated to the study, preservation, and regulation of the Spanish language.
C. Academy of the Spanish Language in Puerto Rico
The Academy of the Spanish Language in Puerto Rico is the official institution that studies, preserves, and promotes the Spanish language and its usage in Puerto Rico within the broader framework of the Spanish-speaking world.
D. Academy of the Spanish Language in the Dominican Republic
The Academy of the Spanish Language in the Dominican Republic is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within the Dominican Republic.
E. Academy of the Spanish Language in Panama
The Academy of the Spanish Language in Panama is the national institution responsible for studying, preserving, and promoting correct and enriched use of the Spanish language within Panama.
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: North American Academy of the Spanish Language
Triple: [Association of Academies of the Spanish Language, hasMember, North American Academy of the Spanish Language]

Generated description

The North American Academy of the Spanish Language is a U.S.-based institution that promotes, studies, and safeguards the correct use and development of the Spanish language within North America.

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

Target entity: North American Academy of the Spanish Language
Target entity description: The North American Academy of the Spanish Language is a U.S.-based institution that promotes, studies, and safeguards the correct use and development of the Spanish language within North America.

A. Association of Academies of the Spanish Language
The Association of Academies of the Spanish Language is an international body that unites the official Spanish-language academies of multiple countries to coordinate and preserve the norms of the Spanish language.
B. Mexican Academy of Language
The Mexican Academy of Language is a scholarly institution in Mexico dedicated to the study, preservation, and regulation of the Spanish language.
C. Academy of the Spanish Language in Puerto Rico
The Academy of the Spanish Language in Puerto Rico is the official institution that studies, preserves, and promotes the Spanish language and its usage in Puerto Rico within the broader framework of the Spanish-speaking world.
D. Academy of the Spanish Language in the Dominican Republic
The Academy of the Spanish Language in the Dominican Republic is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within the Dominican Republic.
E. Academy of the Spanish Language in Panama
The Academy of the Spanish Language in Panama is the national institution responsible for studying, preserving, and promoting correct and enriched use of the Spanish language within Panama.
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_69a25737567c81908f9c505300239181`	completed	Feb. 28, 2026, 2:47 a.m.
NER	Named-entity recognition	`batch_69a25c04e42481909e957cb34dc02731`	completed	Feb. 28, 2026, 3:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a38b8ac09c81908181fb0f15482e66`	completed	March 1, 2026, 12:42 a.m.
NEDg	Description generation	`batch_69a38be7def48190b849244482b5a0e2`	completed	March 1, 2026, 12:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69a38c30d2988190b48410ccf7783f35`	completed	March 1, 2026, 12:45 a.m.

Created at: Feb. 28, 2026, 2:51 a.m.