Triple
T5408108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quechuan language family |
E120942
|
entity |
| Predicate | hasProtoLanguage |
P2179
|
FINISHED |
| Object |
Proto-Quechua
Proto-Quechua is the reconstructed ancestral language from which all modern Quechuan languages are believed to have descended.
|
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: Proto-Quechua | Statement: [Quechuan language family, hasProtoLanguage, Proto-Quechua]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proto-Quechua Context triple: [Quechuan language family, hasProtoLanguage, Proto-Quechua]
-
A.
Andean languages
Andean languages are a group of indigenous language families spoken primarily in the Andes mountains of South America, including major languages like Quechua and Aymara.
-
B.
Nahuan languages
The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
-
C.
Aymaran languages
Aymaran languages are a small family of indigenous languages spoken primarily in the central Andes of South America, especially in Bolivia, Peru, and northern Chile.
-
D.
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.
-
E.
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.
- 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: Proto-Quechua Triple: [Quechuan language family, hasProtoLanguage, Proto-Quechua]
Generated description
Proto-Quechua is the reconstructed ancestral language from which all modern Quechuan languages are believed to have descended.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proto-Quechua Target entity description: Proto-Quechua is the reconstructed ancestral language from which all modern Quechuan languages are believed to have descended.
-
A.
Andean languages
Andean languages are a group of indigenous language families spoken primarily in the Andes mountains of South America, including major languages like Quechua and Aymara.
-
B.
Nahuan languages
The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
-
C.
Aymaran languages
Aymaran languages are a small family of indigenous languages spoken primarily in the central Andes of South America, especially in Bolivia, Peru, and northern Chile.
-
D.
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.
-
E.
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.
- 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_69bf411f8f3c81908ca8578a388261c6 |
completed | March 22, 2026, 1:08 a.m. |
| NEDg | Description generation | batch_69bf42ef2484819088905be590e0399a |
completed | March 22, 2026, 1:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf43732118819099eee5dcae3715dc |
completed | March 22, 2026, 1:18 a.m. |
Created at: March 20, 2026, 2:05 p.m.