Triple
T1494106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zenati languages |
E29647
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Beni Iznasen language
The Beni Iznasen language is a Berber (Amazigh) variety traditionally spoken by the Beni Iznasen people of northeastern Morocco.
|
E170854
|
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: Beni Iznasen language | Statement: [Zenati languages, hasSubgroup, Beni Iznasen language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beni Iznasen language Context triple: [Zenati languages, hasSubgroup, Beni Iznasen language]
-
A.
Zabana language
The Zabana language is an Oceanic language spoken primarily on Santa Isabel Island in the Solomon Islands.
-
B.
Blablanga language
The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
-
C.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
-
D.
Kumzari language
The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
-
E.
Yami language
The Yami language is an Austronesian language spoken by the Tao (Yami) people of Orchid Island in Taiwan, known for preserving many archaic features within the Batanic subgroup.
- 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: Beni Iznasen language Triple: [Zenati languages, hasSubgroup, Beni Iznasen language]
Generated description
The Beni Iznasen language is a Berber (Amazigh) variety traditionally spoken by the Beni Iznasen people of northeastern Morocco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beni Iznasen language Target entity description: The Beni Iznasen language is a Berber (Amazigh) variety traditionally spoken by the Beni Iznasen people of northeastern Morocco.
-
A.
Zabana language
The Zabana language is an Oceanic language spoken primarily on Santa Isabel Island in the Solomon Islands.
-
B.
Blablanga language
The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
-
C.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
-
D.
Kumzari language
The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
-
E.
Yami language
The Yami language is an Austronesian language spoken by the Tao (Yami) people of Orchid Island in Taiwan, known for preserving many archaic features within the Batanic subgroup.
- 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_69a498dba1d8819093b46a3a8d2485f1 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6c665488190ae665f7a1b0563f5 |
completed | March 1, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1cabe25c8190ba1d285a210a00f0 |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1fb7e4448190a7bca159cd5a4be7 |
completed | March 8, 2026, 7:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2014a0c481908f2f66fc742fa90f |
completed | March 8, 2026, 7:07 a.m. |
Created at: March 1, 2026, 8:12 p.m.