Triple
T9365962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ishawiyen |
E225398
|
entity |
| Predicate | hasSubgroupOf |
P47820
|
FINISHED |
| Object | Amazigh (Berber) peoples |
E207468
|
NE FINISHED |
How this triple was built (3 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: Amazigh (Berber) peoples | Statement: [Ishawiyen, hasSubgroupOf, Amazigh (Berber) peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amazigh (Berber) peoples Context triple: [Ishawiyen, hasSubgroupOf, Amazigh (Berber) peoples]
-
A.
Berbers
The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
-
B.
Mozabite Berber
Mozabite Berber is a Zenati Berber language spoken primarily by the Ibadi Mozabite community in Algeria’s M’zab region.
-
C.
Kabyle people
The Kabyle people are a Berber ethnic group indigenous to the Kabylie region of northern Algeria, known for their distinct Tamazight (Kabyle) language, rich cultural traditions, and historical resistance to outside rule.
-
D.
Chenoua people
The Chenoua people are an indigenous Berber (Amazigh) ethnic group of northern Algeria, traditionally inhabiting the Mount Chenoua region and preserving their own distinct language and cultural practices.
-
E.
Amazigh
chosen
Amazigh are the Indigenous Berber peoples of North Africa, known for their distinct languages, culture, and historical presence across the Maghreb and Sahara regions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSubgroupOf Context triple: [Ishawiyen, hasSubgroupOf, Amazigh (Berber) peoples]
-
A.
haveSubgroups
chosen
Indicates that an entity is organized into smaller constituent groups that are part of it.
-
B.
isClosedSubgroupOf
Indicates that one group is a subgroup of another and is closed in the topological sense within that larger group.
-
C.
hasSubrole
Indicates that one role functions as a more specific, subordinate, or specialized version of another broader role.
-
D.
isSubnetworkOf
Indicates that one network is a contained, subordinate, or component part of another, larger network.
-
E.
hasSubConcept
Indicates that one concept is a more specific, subordinate, or narrower idea within the scope of another, more general concept.
- F. None of above.
Provenance (4 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_69ca842cbddc819099d71ecec48cf9e5 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd5041261c81909edab3b7fcd1fe22 |
completed | April 1, 2026, 5:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d139c79d008190841c40309d151e46 |
completed | April 4, 2026, 4:18 p.m. |
| PD | Predicate disambiguation | batch_69cc7a6abb8c81908c7a2f4ee92cc949 |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:43 p.m.