Triple
T8541904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Indigenous peoples of Ecuador |
E202216
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Zaparoan languages
The Zaparoan languages are a small family of indigenous languages historically spoken by the Zaparoan peoples of the western Amazon region, primarily in what is now Ecuador and neighboring areas of Peru.
|
E744983
|
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: Zaparoan languages | Statement: [Indigenous peoples of Ecuador, languageFamily, Zaparoan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zaparoan languages Context triple: [Indigenous peoples of Ecuador, languageFamily, Zaparoan languages]
-
A.
Chocoan languages
The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
-
B.
Tucanoan languages
The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
-
C.
Barbacoan languages
The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
-
D.
Kaili–Pamona languages
The Kaili–Pamona languages are a group of closely related Austronesian languages spoken primarily in Central Sulawesi, Indonesia.
-
E.
Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
- 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: Zaparoan languages Triple: [Indigenous peoples of Ecuador, languageFamily, Zaparoan languages]
Generated description
The Zaparoan languages are a small family of indigenous languages historically spoken by the Zaparoan peoples of the western Amazon region, primarily in what is now Ecuador and neighboring areas of Peru.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zaparoan languages Target entity description: The Zaparoan languages are a small family of indigenous languages historically spoken by the Zaparoan peoples of the western Amazon region, primarily in what is now Ecuador and neighboring areas of Peru.
-
A.
Chocoan languages
The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
-
B.
Tucanoan languages
The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
-
C.
Barbacoan languages
The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
-
D.
Kaili–Pamona languages
The Kaili–Pamona languages are a group of closely related Austronesian languages spoken primarily in Central Sulawesi, Indonesia.
-
E.
Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
- 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_69cbe6e26be48190b10bc62fad178dad |
completed | March 31, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea86036a881909cd1744cdb5b7a7f |
completed | April 2, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69cea9cff1ec8190a0093fb42782341e |
completed | April 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaa9f7f8c8190965e86880ff141d5 |
completed | April 2, 2026, 5:42 p.m. |
Created at: March 30, 2026, 6:18 p.m.