Triple
T5408086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quechuan language family |
E120942
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Huallaga Quechua
Huallaga Quechua is a regional variety of the Quechua language spoken primarily in the Huallaga River valley of central Peru.
|
E3862
|
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: Huallaga Quechua | Statement: [Quechuan language family, hasLanguage, Huallaga Quechua]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huallaga Quechua Context triple: [Quechuan language family, hasLanguage, Huallaga Quechua]
-
A.
Quechua
Quechua is an indigenous language family of the central Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
-
B.
Aymara
Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
-
C.
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.
-
D.
Saraguro Kichwa
Saraguro Kichwa are an Indigenous Kichwa-speaking community from the highland region of southern Ecuador, known for their distinctive traditional dress, cultural practices, and strong communal organization.
-
E.
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.
- 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: Huallaga Quechua Triple: [Quechuan language family, hasLanguage, Huallaga Quechua]
Generated description
Huallaga Quechua is a regional variety of the Quechua language spoken primarily in the Huallaga River valley of central Peru.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huallaga Quechua Target entity description: Huallaga Quechua is a regional variety of the Quechua language spoken primarily in the Huallaga River valley of central Peru.
-
A.
Quechua
chosen
Quechua is an indigenous language family of the central Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
-
B.
Aymara
Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
-
C.
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.
-
D.
Saraguro Kichwa
Saraguro Kichwa are an Indigenous Kichwa-speaking community from the highland region of southern Ecuador, known for their distinctive traditional dress, cultural practices, and strong communal organization.
-
E.
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.
- 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_69bd46391c0c81909fa484446732b6a3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8794e0c4819082bebf2da5e41201 |
completed | March 20, 2026, 5:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf70cf8dc881908719788e1cc4c83e |
completed | March 22, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69bf72334854819081dccce8f33f74c1 |
completed | March 22, 2026, 4:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf727ca9e88190ad0e280934273250 |
completed | March 22, 2026, 4:39 a.m. |
Created at: March 20, 2026, 2:05 p.m.