Triple

T12778248
Position Surface form Disambiguated ID Type / Status
Subject Tumbes E305434 entity
Predicate hasProtectedAreaNearby P8813 FINISHED
Object Tumbes National Reserve
Tumbes National Reserve is a protected natural area in northern Peru known for its coastal dry forests, mangroves, and rich biodiversity near the border with Ecuador.
 E1004890 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: Tumbes National Reserve | Statement: [Tumbes, hasProtectedAreaNearby, Tumbes National Reserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tumbes National Reserve
Context triple: [Tumbes, hasProtectedAreaNearby, Tumbes National Reserve]
  • A. Manglares de Tumbes National Sanctuary
    Manglares de Tumbes National Sanctuary is a coastal protected area in northern Peru renowned for its extensive mangrove forests, rich biodiversity, and importance as a habitat for migratory birds and marine species.
  • B. National Reserve of Peru
    The National Reserve of Peru is a category of protected natural area in Peru established to conserve significant ecosystems, wildlife, and natural resources while allowing regulated sustainable use.
  • C. Las Vicuñas National Reserve
    Las Vicuñas National Reserve is a high-altitude protected area in northern Chile known for its Andean landscapes, puna grasslands, and populations of wild vicuñas and other native wildlife.
  • D. Pacaya-Samiria National Reserve
    Pacaya-Samiria National Reserve is one of Peru’s largest and most biodiverse Amazonian protected areas, renowned for its flooded forests, rich wildlife, and ecotourism opportunities.
  • E. La Chimba National Reserve
    La Chimba National Reserve is a protected natural area in northern Chile known for its arid coastal landscapes, desert biodiversity, and conservation of unique flora and fauna of the Antofagasta Region.
  • 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: Tumbes National Reserve
Triple: [Tumbes, hasProtectedAreaNearby, Tumbes National Reserve]
Generated description
Tumbes National Reserve is a protected natural area in northern Peru known for its coastal dry forests, mangroves, and rich biodiversity near the border with Ecuador.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tumbes National Reserve
Target entity description: Tumbes National Reserve is a protected natural area in northern Peru known for its coastal dry forests, mangroves, and rich biodiversity near the border with Ecuador.
  • A. Manglares de Tumbes National Sanctuary
    Manglares de Tumbes National Sanctuary is a coastal protected area in northern Peru renowned for its extensive mangrove forests, rich biodiversity, and importance as a habitat for migratory birds and marine species.
  • B. National Reserve of Peru
    The National Reserve of Peru is a category of protected natural area in Peru established to conserve significant ecosystems, wildlife, and natural resources while allowing regulated sustainable use.
  • C. Las Vicuñas National Reserve
    Las Vicuñas National Reserve is a high-altitude protected area in northern Chile known for its Andean landscapes, puna grasslands, and populations of wild vicuñas and other native wildlife.
  • D. Pacaya-Samiria National Reserve
    Pacaya-Samiria National Reserve is one of Peru’s largest and most biodiverse Amazonian protected areas, renowned for its flooded forests, rich wildlife, and ecotourism opportunities.
  • E. La Chimba National Reserve
    La Chimba National Reserve is a protected natural area in northern Chile known for its arid coastal landscapes, desert biodiversity, and conservation of unique flora and fauna of the Antofagasta Region.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e595e008190b42dff3012d17d66 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ebc75bc81908bad7fb06af674a9 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f68fb6790881908c1d6f53b54906a2 completed May 2, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69f690c0bd208190bd1f04a9640ad1ce completed May 3, 2026, 12:03 a.m.
Created at: April 9, 2026, 5:29 p.m.