Triple
T7405301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Iznasen language |
E170854
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Beni Iznasen people
The Beni Iznasen people are an Amazigh (Berber) ethnic group from northeastern Morocco, known for their distinct cultural traditions and language.
|
E662351
|
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 people | Statement: [Beni Iznasen language, spokenBy, Beni Iznasen people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beni Iznasen people Context triple: [Beni Iznasen language, spokenBy, Beni Iznasen people]
-
A.
Itza people
The Itza people are a Maya ethnic group native to the Petén region of northern Guatemala, historically associated with the city of Chichén Itzá and known for preserving distinct Itza Maya language and cultural traditions.
-
B.
Kumzari people
The Kumzari people are an ethnic community primarily inhabiting the Musandam Peninsula in Oman, known for their distinct Iranian-related Kumzari language and long history of seafaring and coastal life.
-
C.
Tabasaran people
The Tabasaran people are an indigenous ethnic group of Dagestan in the North Caucasus, known for their Northeast Caucasian language and traditional mountain village culture.
-
D.
Avikam people
The Avikam people are an ethnic group of southern Côte d'Ivoire, primarily engaged in agriculture and fishing and known for their distinct Avikam language and coastal lagoon culture.
-
E.
Zanaki people
The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
- 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 people Triple: [Beni Iznasen language, spokenBy, Beni Iznasen people]
Generated description
The Beni Iznasen people are an Amazigh (Berber) ethnic group from northeastern Morocco, known for their distinct cultural traditions and language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beni Iznasen people Target entity description: The Beni Iznasen people are an Amazigh (Berber) ethnic group from northeastern Morocco, known for their distinct cultural traditions and language.
-
A.
Itza people
The Itza people are a Maya ethnic group native to the Petén region of northern Guatemala, historically associated with the city of Chichén Itzá and known for preserving distinct Itza Maya language and cultural traditions.
-
B.
Kumzari people
The Kumzari people are an ethnic community primarily inhabiting the Musandam Peninsula in Oman, known for their distinct Iranian-related Kumzari language and long history of seafaring and coastal life.
-
C.
Tabasaran people
The Tabasaran people are an indigenous ethnic group of Dagestan in the North Caucasus, known for their Northeast Caucasian language and traditional mountain village culture.
-
D.
Avikam people
The Avikam people are an ethnic group of southern Côte d'Ivoire, primarily engaged in agriculture and fishing and known for their distinct Avikam language and coastal lagoon culture.
-
E.
Zanaki people
The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
- 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_69c68a6010108190925e5284de022660 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f271f1d481909a46d50b13b51a62 |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8111540f08190919bc9d9670f5ef2 |
completed | March 28, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c811c9c5e48190a610d890780c7aa4 |
completed | March 28, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8128e49948190822787e76b1663a6 |
completed | March 28, 2026, 5:40 p.m. |
Created at: March 27, 2026, 3:10 p.m.