Triple
T10880222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tupian languages |
E256900
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
Puruborá languages
The Puruborá languages are a small, poorly documented branch of the Tupian language family once spoken by the Puruborá people of the Brazilian Amazon.
|
E895991
|
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: Puruborá languages | Statement: [Tupian languages, hasSubfamily, Puruborá languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puruborá languages Context triple: [Tupian languages, hasSubfamily, Puruborá languages]
-
A.
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.
-
B.
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.
-
C.
Pame languages
The Pame languages are a small group of closely related Oto-Manguean indigenous languages spoken by the Pame people in central Mexico.
-
D.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
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: Puruborá languages Triple: [Tupian languages, hasSubfamily, Puruborá languages]
Generated description
The Puruborá languages are a small, poorly documented branch of the Tupian language family once spoken by the Puruborá people of the Brazilian Amazon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Puruborá languages Target entity description: The Puruborá languages are a small, poorly documented branch of the Tupian language family once spoken by the Puruborá people of the Brazilian Amazon.
-
A.
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.
-
B.
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.
-
C.
Pame languages
The Pame languages are a small group of closely related Oto-Manguean indigenous languages spoken by the Pame people in central Mexico.
-
D.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751b031a88190b1182dfc1f520264 |
completed | April 9, 2026, 7:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23b9e5ddc81908cbd27e8db49dbaf |
completed | April 17, 2026, 1:54 p.m. |
| NEDg | Description generation | batch_69e2453f6f008190847298f4006290f7 |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e288b1d64c8190b31313634b706d0a |
completed | April 17, 2026, 7:23 p.m. |
Created at: April 8, 2026, 9:21 p.m.