Triple
T16594417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mozabite Berber |
E403169
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Tumzabt language
The Tumzabt language is a Zenati Berber language spoken primarily by the Mozabite community in the M'zab Valley of northern Algeria.
|
E1222281
|
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: Tumzabt language | Statement: [Mozabite Berber, hasAlternativeName, Tumzabt language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tumzabt language Context triple: [Mozabite Berber, hasAlternativeName, Tumzabt language]
-
A.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
B.
Tamyen language
The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
-
C.
Tumshuqese language
The Tumshuqese language is an extinct Middle Iranian language once spoken in the Tarim Basin region of present-day Xinjiang, China, known primarily from Buddhist and administrative manuscripts.
-
D.
Chumburung language
The Chumburung language is a Niger-Congo language spoken primarily by the Chumburung people in Ghana.
-
E.
Tumari language
The Tumari language is a lesser-known Saharan language spoken by communities in parts of the central Sahara region of Africa.
- 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: Tumzabt language Triple: [Mozabite Berber, hasAlternativeName, Tumzabt language]
Generated description
The Tumzabt language is a Zenati Berber language spoken primarily by the Mozabite community in the M'zab Valley of northern Algeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tumzabt language Target entity description: The Tumzabt language is a Zenati Berber language spoken primarily by the Mozabite community in the M'zab Valley of northern Algeria.
-
A.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
B.
Tamyen language
The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
-
C.
Tumshuqese language
The Tumshuqese language is an extinct Middle Iranian language once spoken in the Tarim Basin region of present-day Xinjiang, China, known primarily from Buddhist and administrative manuscripts.
-
D.
Chumburung language
The Chumburung language is a Niger-Congo language spoken primarily by the Chumburung people in Ghana.
-
E.
Tumari language
The Tumari language is a lesser-known Saharan language spoken by communities in parts of the central Sahara region of Africa.
- 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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35d70ad008190bba0901bf3c7089f |
completed | April 18, 2026, 10:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759dea5c819083fe9fb7dee37a35 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a0076468d588190972639d0a22f0e3e |
completed | May 10, 2026, 12:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007734abd481909c9c698f2aef7632 |
completed | May 10, 2026, 12:16 p.m. |
Created at: April 10, 2026, 5:16 a.m.