Triple
T341323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbers |
E6842
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Riffians
Riffians are an Amazigh (Berber) ethnic group indigenous to Morocco’s Rif Mountains, known for their distinct Tamazight dialect and strong regional identity.
|
E44511
|
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: Riffians | Statement: [Berbers, hasSubgroup, Riffians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riffians Context triple: [Berbers, hasSubgroup, Riffians]
-
A.
Rebel Army
The Rebel Army was Fidel Castro’s revolutionary guerrilla force that fought to overthrow the Batista regime during the Cuban Revolution.
-
B.
Adjarians
Adjarians are a distinct ethnographic subgroup of Georgians primarily inhabiting the southwestern Adjara region, known for their unique blend of Georgian and historical Ottoman cultural influences.
-
C.
Fedayeen
Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
-
D.
Gurians
Gurians are a regional Georgian ethnic group from the historical province of Guria in western Georgia, known for their distinct dialect, folklore, and cultural traditions.
-
E.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
- 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: Riffians Triple: [Berbers, hasSubgroup, Riffians]
Generated description
Riffians are an Amazigh (Berber) ethnic group indigenous to Morocco’s Rif Mountains, known for their distinct Tamazight dialect and strong regional identity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Riffians Target entity description: Riffians are an Amazigh (Berber) ethnic group indigenous to Morocco’s Rif Mountains, known for their distinct Tamazight dialect and strong regional identity.
-
A.
Rebel Army
The Rebel Army was Fidel Castro’s revolutionary guerrilla force that fought to overthrow the Batista regime during the Cuban Revolution.
-
B.
Adjarians
Adjarians are a distinct ethnographic subgroup of Georgians primarily inhabiting the southwestern Adjara region, known for their unique blend of Georgian and historical Ottoman cultural influences.
-
C.
Fedayeen
Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
-
D.
Gurians
Gurians are a regional Georgian ethnic group from the historical province of Guria in western Georgia, known for their distinct dialect, folklore, and cultural traditions.
-
E.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
- 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_69a2e7951ba08190960e90823b5078f3 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eae611f88190955fbebe2b01835b |
completed | Feb. 28, 2026, 1:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3dd2ff66c8190a0e688e4f9baa5b4 |
completed | March 1, 2026, 6:31 a.m. |
| NEDg | Description generation | batch_69a3ddbbe7e08190ac167e158d19dbce |
completed | March 1, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3de3fef7c819082193eb7083175e1 |
completed | March 1, 2026, 6:35 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.