Triple
T6120498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonga languages (southern Africa) |
E136469
|
entity |
| Predicate | areCloselyRelatedTo |
P10003
|
FINISHED |
| Object |
Totela language
The Totela language is a Bantu language of southern Africa spoken by the Totela people, closely related to other Tonga varieties in the region.
|
E569462
|
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: Totela language | Statement: [Tonga languages (southern Africa), areCloselyRelatedTo, Totela language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Totela language Context triple: [Tonga languages (southern Africa), areCloselyRelatedTo, Totela language]
-
A.
Huastec language
The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
-
B.
Matlatzinca language
The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
-
C.
Ixcatec language
The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
-
D.
Guarijío language
The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
-
E.
Totonac languages
Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
- 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: Totela language Triple: [Tonga languages (southern Africa), areCloselyRelatedTo, Totela language]
Generated description
The Totela language is a Bantu language of southern Africa spoken by the Totela people, closely related to other Tonga varieties in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Totela language Target entity description: The Totela language is a Bantu language of southern Africa spoken by the Totela people, closely related to other Tonga varieties in the region.
-
A.
Huastec language
The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
-
B.
Matlatzinca language
The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
-
C.
Ixcatec language
The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
-
D.
Guarijío language
The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
-
E.
Totonac languages
Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
- 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_69c0089f851c81909e5e189a617dcff6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05bef8dc08190b917ad7209188c62 |
completed | March 22, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1257153748190947cd80589620f12 |
completed | March 23, 2026, 11:35 a.m. |
| NEDg | Description generation | batch_69c129464108819086b1a3991ef4c9e1 |
completed | March 23, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d891c0819085e21ae138cf8230 |
completed | March 23, 2026, 11:54 a.m. |
Created at: March 22, 2026, 4:14 p.m.