Triple

T12876752
Position Surface form Disambiguated ID Type / Status
Subject Amacayacu National Natural Park E307987 entity
Predicate inhabitedBy P6481 FINISHED
Object Cocama people
The Cocama people are an Indigenous group of the Amazon Basin, traditionally living along major rivers in Peru, Colombia, and Brazil, with a distinct language and culture closely tied to fishing and riverine life.
 E1031898 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: Cocama people | Statement: [Amacayacu National Natural Park, inhabitedBy, Cocama people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cocama people
Context triple: [Amacayacu National Natural Park, inhabitedBy, Cocama people]
  • A. Secoya people
    The Secoya people are an indigenous group of the western Amazon, primarily living in Ecuador and Peru, known for their distinct language, traditional forest-based livelihood, and rich shamanic and ceremonial practices.
  • B. Aguaruna people
    The Aguaruna people are an Indigenous group of the northern Peruvian Amazon known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance to outside domination.
  • C. Yucuna people
    The Yucuna people are an Indigenous group of the northwest Amazon known for their Tukanoan language, complex ritual life, and traditional subsistence based on fishing, hunting, and shifting agriculture.
  • D. Sipakapense people
    The Sipakapense people are an indigenous Maya group from the highlands of Guatemala, known for their distinct language, traditional communal practices, and resistance to external exploitation of their lands.
  • E. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • 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: Cocama people
Triple: [Amacayacu National Natural Park, inhabitedBy, Cocama people]
Generated description
The Cocama people are an Indigenous group of the Amazon Basin, traditionally living along major rivers in Peru, Colombia, and Brazil, with a distinct language and culture closely tied to fishing and riverine life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cocama people
Target entity description: The Cocama people are an Indigenous group of the Amazon Basin, traditionally living along major rivers in Peru, Colombia, and Brazil, with a distinct language and culture closely tied to fishing and riverine life.
  • A. Secoya people
    The Secoya people are an indigenous group of the western Amazon, primarily living in Ecuador and Peru, known for their distinct language, traditional forest-based livelihood, and rich shamanic and ceremonial practices.
  • B. Aguaruna people
    The Aguaruna people are an Indigenous group of the northern Peruvian Amazon known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance to outside domination.
  • C. Yucuna people
    The Yucuna people are an Indigenous group of the northwest Amazon known for their Tukanoan language, complex ritual life, and traditional subsistence based on fishing, hunting, and shifting agriculture.
  • D. Sipakapense people
    The Sipakapense people are an indigenous Maya group from the highlands of Guatemala, known for their distinct language, traditional communal practices, and resistance to external exploitation of their lands.
  • E. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fa8474819086a8af3c90f3ca84 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f716b63ad481909eb461d923f0d0c2 completed May 3, 2026, 9:34 a.m.
NEDg Description generation batch_69f7179da5488190a10acadbf60ea470 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f71847e7308190ac6f59a7dcafa452 completed May 3, 2026, 9:41 a.m.
Created at: April 9, 2026, 5:38 p.m.