Triple

T14194484

Position	Surface form	Disambiguated ID	Type / Status
Subject	Portobelo National Park	`E351797`	entity
Predicate	partOf	`P40`	FINISHED
Object	Panama’s National System of Protected Areas Panama’s National System of Protected Areas is a nationwide network of parks, reserves, and conservation areas established to protect the country’s biodiversity, ecosystems, and natural heritage.	`E1084854`	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: Panama’s National System of Protected Areas | Statement: [Portobelo National Park, partOf, Panama’s National System of Protected Areas]

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

Target entity: Panama’s National System of Protected Areas
Context triple: [Portobelo National Park, partOf, Panama’s National System of Protected Areas]

A. National System of Conservation Areas of Costa Rica
The National System of Conservation Areas of Costa Rica is the government agency responsible for managing and protecting the country’s national parks, wildlife refuges, and other protected natural areas.
B. Peru’s National System of State Protected Natural Areas
Peru’s National System of State Protected Natural Areas is the country’s official network of legally protected parks, reserves, and other conservation areas established to safeguard its biodiversity and natural heritage.
C. Guatemalan protected areas system
The Guatemalan protected areas system is a national network of legally designated conservation areas that safeguard the country’s biodiversity, ecosystems, and natural resources.
D. Sistema Nacional de Áreas Protegidas del Ecuador
El Sistema Nacional de Áreas Protegidas del Ecuador es la red oficial de espacios naturales protegidos del país, destinada a conservar su biodiversidad, ecosistemas y patrimonio natural y cultural.
E. Cuban National System of Protected Areas
The Cuban National System of Protected Areas is a nationwide network of legally designated natural reserves and conservation zones in Cuba established to protect the country’s biodiversity, ecosystems, and landscapes.
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: Panama’s National System of Protected Areas
Triple: [Portobelo National Park, partOf, Panama’s National System of Protected Areas]

Generated description

Panama’s National System of Protected Areas is a nationwide network of parks, reserves, and conservation areas established to protect the country’s biodiversity, ecosystems, and natural heritage.

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

Target entity: Panama’s National System of Protected Areas
Target entity description: Panama’s National System of Protected Areas is a nationwide network of parks, reserves, and conservation areas established to protect the country’s biodiversity, ecosystems, and natural heritage.

A. National System of Conservation Areas of Costa Rica
The National System of Conservation Areas of Costa Rica is the government agency responsible for managing and protecting the country’s national parks, wildlife refuges, and other protected natural areas.
B. Peru’s National System of State Protected Natural Areas
Peru’s National System of State Protected Natural Areas is the country’s official network of legally protected parks, reserves, and other conservation areas established to safeguard its biodiversity and natural heritage.
C. Guatemalan protected areas system
The Guatemalan protected areas system is a national network of legally designated conservation areas that safeguard the country’s biodiversity, ecosystems, and natural resources.
D. Sistema Nacional de Áreas Protegidas del Ecuador
El Sistema Nacional de Áreas Protegidas del Ecuador es la red oficial de espacios naturales protegidos del país, destinada a conservar su biodiversidad, ecosistemas y patrimonio natural y cultural.
E. Cuban National System of Protected Areas
The Cuban National System of Protected Areas is a nationwide network of legally designated natural reserves and conservation zones in Cuba established to protect the country’s biodiversity, ecosystems, and landscapes.
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_69d827894ac0819097803e57f3227b23`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de61e1fbd48190a4864fa4443f8f29`	completed	April 14, 2026, 3:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd194b32d88190aa74eef576152db3`	completed	May 7, 2026, 10:59 p.m.
NEDg	Description generation	`batch_69fd1ab3f83881908113259c23fe1028`	completed	May 7, 2026, 11:05 p.m.
NED2	Entity disambiguation (via description)	`batch_69fd1b87a0c48190a68367525ed9d2cb`	completed	May 7, 2026, 11:08 p.m.

Created at: April 10, 2026, 1:04 a.m.