Triple
T4532068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jbel Sirwa |
E106319
|
entity |
| Predicate | languageLocalCommunities |
P57300
|
FINISHED |
| Object | Tamazight (Berber) |
E164210
|
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: Tamazight (Berber) | Statement: [Jbel Sirwa, languageLocalCommunities, Tamazight (Berber)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamazight (Berber) Context triple: [Jbel Sirwa, languageLocalCommunities, Tamazight (Berber)]
-
A.
Tamazight
chosen
Tamazight is a branch of the Berber (Amazigh) languages of North Africa, encompassing several closely related varieties spoken across countries such as Morocco and Algeria.
-
B.
Amazigh
Amazigh are the Indigenous Berber peoples of North Africa, known for their distinct languages, culture, and historical presence across the Maghreb and Sahara regions.
-
C.
Tashelhit
Tashelhit is a variety of the Amazigh (Berber) language family spoken primarily in southwestern Morocco.
-
D.
Berber languages
The Berber languages are a group of closely related Afroasiatic languages traditionally spoken by the Indigenous Amazigh peoples of North Africa, particularly in countries such as Morocco, Algeria, Libya, and Tunisia.
-
E.
Riffian Berber
Riffian Berber is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
- 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: languageLocalCommunities Context triple: [Jbel Sirwa, languageLocalCommunities, Tamazight (Berber)]
-
A.
languageOfLocalOrganization
Indicates the language used or officially adopted by a local organization in its operations or communications.
-
B.
communityType
Indicates the classification or category of community to which an entity belongs (e.g., urban, rural, online, professional).
-
C.
currentCommunities
Indicates that an entity is presently a member of, associated with, or active within one or more communities.
-
D.
communityService
Indicates participation in activities intended to benefit or support a community, typically performed voluntarily or as a civic responsibility.
-
E.
community
Indicates a relationship where individuals or groups are connected by shared location, interests, or identity, forming a collective social unit.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd579f27ac8190ae9a4252109e56e1 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdb9193e2481908901b9b4eb307da8 |
completed | March 20, 2026, 9:16 p.m. |
| PD | Predicate disambiguation | batch_69bd521edd00819099dfccaa65dddd61 |
completed | March 20, 2026, 1:56 p.m. |
| PDg | Predicate description generation | batch_69bd56b3e4c88190a7ade3d0ed0ab606 |
completed | March 20, 2026, 2:16 p.m. |
Created at: March 20, 2026, 1:03 p.m.