Triple

T5771604
Position Surface form Disambiguated ID Type / Status
Subject Bolivian Amazon E127341 entity
Predicate inhabitedBy P6481 FINISHED
Object Ese Ejja people
The Ese Ejja people are an indigenous group of the western Amazon, traditionally living along rivers in Bolivia and Peru with a culture centered on fishing, hunting, and forest-based subsistence.
E545202 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: Ese Ejja people | Statement: [Bolivian Amazon, inhabitedBy, Ese Ejja people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ese Ejja people
Context triple: [Bolivian Amazon, inhabitedBy, Ese Ejja people]
  • A. Eggon people
    The Eggon people are an ethnic group primarily found in central Nigeria, known for their distinct language, farming traditions, and presence in Nasarawa State within the country’s Middle Belt region.
  • B. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • C. Bisio people
    The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
  • D. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • E. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • 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: Ese Ejja people
Triple: [Bolivian Amazon, inhabitedBy, Ese Ejja people]
Generated description
The Ese Ejja people are an indigenous group of the western Amazon, traditionally living along rivers in Bolivia and Peru with a culture centered on fishing, hunting, and forest-based subsistence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ese Ejja people
Target entity description: The Ese Ejja people are an indigenous group of the western Amazon, traditionally living along rivers in Bolivia and Peru with a culture centered on fishing, hunting, and forest-based subsistence.
  • A. Eggon people
    The Eggon people are an ethnic group primarily found in central Nigeria, known for their distinct language, farming traditions, and presence in Nasarawa State within the country’s Middle Belt region.
  • B. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • C. Bisio people
    The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
  • D. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • E. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029ac21ec81908d88ba72e966d7cb completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e648aa881908411a00d48998ecc completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c089433c488190b617d0106ba5eba9 completed March 23, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_69c0899063ec8190bb24d9f0d317ffa6 completed March 23, 2026, 12:30 a.m.
Created at: March 22, 2026, 3:50 p.m.