Triple

T204993

Position	Surface form	Disambiguated ID	Type / Status
Subject	Association of Academies of the Spanish Language	`E4591`	entity
Predicate	hasMember	`P10`	FINISHED
Object	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.	`E31926`	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: Academy of the Spanish Language in Panama | Statement: [Association of Academies of the Spanish Language, hasMember, Academy of the Spanish Language in Panama]

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

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

A. Academy of the Spanish Language in Costa Rica
The Academy of the Spanish Language in Costa Rica is the national institution responsible for studying, preserving, and regulating the Spanish language in Costa Rica as part of the broader community of Spanish language academies.
B. Academy of the Spanish Language in Colombia
The Academy of the Spanish Language in Colombia is the Colombian institution responsible for studying, preserving, and regulating the use of the Spanish language within the country.
C. Academy of the Spanish Language in Peru
The Academy of the Spanish Language in Peru is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within Peru.
D. Academy of the Spanish Language in Ecuador
The Academy of the Spanish Language in Ecuador is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within Ecuador.
E. Academy of the Spanish Language in Venezuela
The Academy of the Spanish Language in Venezuela is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within Venezuela.
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: Academy of the Spanish Language in Panama
Triple: [Association of Academies of the Spanish Language, hasMember, Academy of the Spanish Language in Panama]

Generated description

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.

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

Target entity: Academy of the Spanish Language in Panama
Target entity description: 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.

A. Academy of the Spanish Language in Costa Rica
The Academy of the Spanish Language in Costa Rica is the national institution responsible for studying, preserving, and regulating the Spanish language in Costa Rica as part of the broader community of Spanish language academies.
B. Academy of the Spanish Language in Colombia
The Academy of the Spanish Language in Colombia is the Colombian institution responsible for studying, preserving, and regulating the use of the Spanish language within the country.
C. Academy of the Spanish Language in Peru
The Academy of the Spanish Language in Peru is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within Peru.
D. Academy of the Spanish Language in Ecuador
The Academy of the Spanish Language in Ecuador is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within Ecuador.
E. Academy of the Spanish Language in Venezuela
The Academy of the Spanish Language in Venezuela is the national institution responsible for studying, preserving, and regulating the use of the Spanish language within Venezuela.
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_69a36cecd7548190afb12addafc7bbf5`	completed	Feb. 28, 2026, 10:32 p.m.
NEDg	Description generation	`batch_69a370c0be6c81909896818df1ac5e28`	completed	Feb. 28, 2026, 10:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69a3712460ec819081e5cafb812dfb9d`	completed	Feb. 28, 2026, 10:50 p.m.

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