Triple
T13195604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Machiguenga |
E314102
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Machiguenga language
The Machiguenga language is an Arawakan language spoken by the Machiguenga (Matsigenka) indigenous people of the Peruvian Amazon.
|
E1026243
|
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: Machiguenga language | Statement: [Machiguenga, language, Machiguenga language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machiguenga language Context triple: [Machiguenga, language, Machiguenga language]
-
A.
Aguaruna language
The Aguaruna language is a Jivaroan language spoken by the Aguaruna (Awajún) people of northern Peru, closely related to the Shuar language of Ecuador.
-
B.
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.
-
C.
Waorani language
The Waorani language is an indigenous tongue of the Ecuadorian Amazon, spoken by the Waorani people and known for its distinct linguistic features and relative isolation from other language families.
-
D.
Tsimané language
The Tsimané language is an indigenous South American language of the Mosetenan family spoken by the Tsimané people of Bolivia’s Amazonian lowlands.
-
E.
Secoya language
The Secoya language is a Western Tucanoan language spoken by the Secoya people of the Amazonian regions of Ecuador and Peru.
- 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: Machiguenga language Triple: [Machiguenga, language, Machiguenga language]
Generated description
The Machiguenga language is an Arawakan language spoken by the Machiguenga (Matsigenka) indigenous people of the Peruvian Amazon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Machiguenga language Target entity description: The Machiguenga language is an Arawakan language spoken by the Machiguenga (Matsigenka) indigenous people of the Peruvian Amazon.
-
A.
Aguaruna language
The Aguaruna language is a Jivaroan language spoken by the Aguaruna (Awajún) people of northern Peru, closely related to the Shuar language of Ecuador.
-
B.
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.
-
C.
Waorani language
The Waorani language is an indigenous tongue of the Ecuadorian Amazon, spoken by the Waorani people and known for its distinct linguistic features and relative isolation from other language families.
-
D.
Tsimané language
The Tsimané language is an indigenous South American language of the Mosetenan family spoken by the Tsimané people of Bolivia’s Amazonian lowlands.
-
E.
Secoya language
The Secoya language is a Western Tucanoan language spoken by the Secoya people of the Amazonian regions of Ecuador and Peru.
- 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c626058819086f604b11af2d4eb |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f605a48c81909373fcd9dd896b3d |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6f6e10f2481909b405169dd7e5cf9 |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f73b301881909d792dfebd2e468f |
completed | May 3, 2026, 7:20 a.m. |
Created at: April 9, 2026, 9:16 p.m.