Triple
T7250866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Asháninka language |
E157595
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Ashéninka languages
The Ashéninka languages are a group of closely related Arawakan languages spoken by the Ashéninka people of the Peruvian Amazon.
|
E157595
|
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: Ashéninka languages | Statement: [Asháninka language, relatedTo, Ashéninka languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashéninka languages Context triple: [Asháninka language, relatedTo, Ashéninka languages]
-
A.
Asháninka language
The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
-
B.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
C.
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.
-
D.
Punu languages
Punu languages are a subgroup of Bantu languages spoken primarily by the Punu people of Gabon and neighboring regions, known for their close linguistic and cultural ties to other Western Bantu groups.
-
E.
Jivaroan languages
Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
- 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: Ashéninka languages Triple: [Asháninka language, relatedTo, Ashéninka languages]
Generated description
The Ashéninka languages are a group of closely related Arawakan languages spoken by the Ashéninka people of the Peruvian Amazon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashéninka languages Target entity description: The Ashéninka languages are a group of closely related Arawakan languages spoken by the Ashéninka people of the Peruvian Amazon.
-
A.
Asháninka language
chosen
The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
-
B.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
C.
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.
-
D.
Punu languages
Punu languages are a subgroup of Bantu languages spoken primarily by the Punu people of Gabon and neighboring regions, known for their close linguistic and cultural ties to other Western Bantu groups.
-
E.
Jivaroan languages
Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
- F. None of above.
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_69c6882d81d4819085f7ff862951ee4f |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea791fec8190aee56ab4503770be |
completed | March 27, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db1278b08190bab9f01287040492 |
completed | March 28, 2026, 1:43 p.m. |
| NEDg | Description generation | batch_69c7dcca7c388190927a3055c3ecef7e |
completed | March 28, 2026, 1:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dd59faa4819087af4a73e0946b82 |
completed | March 28, 2026, 1:53 p.m. |
Created at: March 27, 2026, 2:56 p.m.