Triple

T5134750

Position	Surface form	Disambiguated ID	Type / Status
Subject	Darién National Park	`E115792`	entity
Predicate	governingBody	`P46`	FINISHED
Object	National Environmental Authority of Panama The National Environmental Authority of Panama is the government agency responsible for formulating and enforcing the country’s environmental policies, conservation programs, and protected area management.	`E496856`	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: National Environmental Authority of Panama | Statement: [Darién National Park, governingBody, National Environmental Authority of Panama]

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

Target entity: National Environmental Authority of Panama
Context triple: [Darién National Park, governingBody, National Environmental Authority of Panama]

A. Ministry of Environment of Ecuador
The Ministry of Environment of Ecuador is the national governmental body responsible for formulating and enforcing environmental policies, conservation programs, and sustainable management of natural resources across Ecuador.
B. National Border Service of Panama
The National Border Service of Panama is the country’s specialized security force responsible for protecting and monitoring its land borders and adjacent areas.
C. Council of Ministers of Panama
The Council of Ministers of Panama is the central executive decision-making body that assists the President in directing national policy and administering the government.
D. Instituto Nacional de Cultura de Panamá
The Instituto Nacional de Cultura de Panamá is the Panamanian government institution responsible for preserving, promoting, and managing the nation’s cultural heritage, including historic sites, arts, and traditions.
E. Judicial Branch of Panama
The Judicial Branch of Panama is the independent arm of the Panamanian government responsible for interpreting and applying the law through its system of courts and tribunals.
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: National Environmental Authority of Panama
Triple: [Darién National Park, governingBody, National Environmental Authority of Panama]

Generated description

The National Environmental Authority of Panama is the government agency responsible for formulating and enforcing the country’s environmental policies, conservation programs, and protected area management.

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

Target entity: National Environmental Authority of Panama
Target entity description: The National Environmental Authority of Panama is the government agency responsible for formulating and enforcing the country’s environmental policies, conservation programs, and protected area management.

A. Ministry of Environment of Ecuador
The Ministry of Environment of Ecuador is the national governmental body responsible for formulating and enforcing environmental policies, conservation programs, and sustainable management of natural resources across Ecuador.
B. National Border Service of Panama
The National Border Service of Panama is the country’s specialized security force responsible for protecting and monitoring its land borders and adjacent areas.
C. Council of Ministers of Panama
The Council of Ministers of Panama is the central executive decision-making body that assists the President in directing national policy and administering the government.
D. Instituto Nacional de Cultura de Panamá
The Instituto Nacional de Cultura de Panamá is the Panamanian government institution responsible for preserving, promoting, and managing the nation’s cultural heritage, including historic sites, arts, and traditions.
E. Judicial Branch of Panama
The Judicial Branch of Panama is the independent arm of the Panamanian government responsible for interpreting and applying the law through its system of courts and tribunals.
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_69bd44459a988190a772a5c2ec6a1965`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd784e306081908dd8317227227807`	completed	March 20, 2026, 4:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bec4cd5e188190b1404cefc887e0b3`	completed	March 21, 2026, 4:18 p.m.
NEDg	Description generation	`batch_69bec571d5948190b659a7b5038f8bdd`	completed	March 21, 2026, 4:21 p.m.
NED2	Entity disambiguation (via description)	`batch_69bec973e71c8190a9c043389d627156`	completed	March 21, 2026, 4:38 p.m.

Created at: March 20, 2026, 1:43 p.m.