Triple
T8541704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amazon region of Ecuador |
E202212
|
entity |
| Predicate | hasIndigenousGroup |
P1898
|
FINISHED |
| Object |
Zápara people
The Zápara people are an Indigenous group of the western Amazon known for their endangered language, rich shamanic traditions, and recognition by UNESCO as part of the Intangible Cultural Heritage of Humanity.
|
E792269
|
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: Zápara people | Statement: [Amazon region of Ecuador, hasIndigenousGroup, Zápara people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zápara people Context triple: [Amazon region of Ecuador, hasIndigenousGroup, Zápara people]
-
A.
Rarámuri people
The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
-
B.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
C.
Tutelo people
The Tutelo people are a Native American tribe originally from the eastern United States, culturally and linguistically related to other Siouan-speaking groups.
-
D.
Huambisa people
The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
-
E.
Jakaltek people
The Jakaltek people are an indigenous Maya group from the highlands of Guatemala, known for their distinct Jakaltek (Popti’) language, traditional weaving, and rich ceremonial culture.
- 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: Zápara people Triple: [Amazon region of Ecuador, hasIndigenousGroup, Zápara people]
Generated description
The Zápara people are an Indigenous group of the western Amazon known for their endangered language, rich shamanic traditions, and recognition by UNESCO as part of the Intangible Cultural Heritage of Humanity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zápara people Target entity description: The Zápara people are an Indigenous group of the western Amazon known for their endangered language, rich shamanic traditions, and recognition by UNESCO as part of the Intangible Cultural Heritage of Humanity.
-
A.
Rarámuri people
The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
-
B.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
C.
Tutelo people
The Tutelo people are a Native American tribe originally from the eastern United States, culturally and linguistically related to other Siouan-speaking groups.
-
D.
Huambisa people
The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
-
E.
Jakaltek people
The Jakaltek people are an indigenous Maya group from the highlands of Guatemala, known for their distinct Jakaltek (Popti’) language, traditional weaving, and rich ceremonial culture.
- 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_69ca832461e88190a654c5e44e233aa8 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe6e10bc081909a7210c577b807fb |
completed | March 31, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e2b483308190ab0bb30c483cafcc |
completed | April 4, 2026, 10:06 a.m. |
| NEDg | Description generation | batch_69d0e502b68081909a9f9476421ba9b5 |
completed | April 4, 2026, 10:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e5af7360819096c6295de0ce5f32 |
completed | April 4, 2026, 10:19 a.m. |
Created at: March 30, 2026, 6:18 p.m.