Triple
T2180395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tashelhit |
E49027
|
entity |
| Predicate | isOfficialStatusIn |
P11355
|
FINISHED |
| Object |
Morocco (as part of Amazigh)
Morocco is a North African country where Amazigh (Berber) languages and culture, including Tashelhit, hold a significant indigenous and officially recognized status.
|
E241329
|
NE FINISHED |
How this triple was built (5 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: Morocco (as part of Amazigh) | Statement: [Tashelhit, isOfficialStatusIn, Morocco (as part of Amazigh)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Morocco (as part of Amazigh) Context triple: [Tashelhit, isOfficialStatusIn, Morocco (as part of Amazigh)]
-
A.
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.
-
B.
Tunisian Saharan Berber
Tunisian Saharan Berber is a Berber language variety spoken by communities in the Saharan regions of Tunisia, belonging to the broader Zenati branch of the Berber language family.
-
C.
Riffian Berber
Riffian Berber is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
-
D.
northern Morocco
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
E.
Southwestern Morocco
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
- 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: Morocco (as part of Amazigh) Triple: [Tashelhit, isOfficialStatusIn, Morocco (as part of Amazigh)]
Generated description
Morocco is a North African country where Amazigh (Berber) languages and culture, including Tashelhit, hold a significant indigenous and officially recognized status.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Morocco (as part of Amazigh) Target entity description: Morocco is a North African country where Amazigh (Berber) languages and culture, including Tashelhit, hold a significant indigenous and officially recognized status.
-
A.
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.
-
B.
Tunisian Saharan Berber
Tunisian Saharan Berber is a Berber language variety spoken by communities in the Saharan regions of Tunisia, belonging to the broader Zenati branch of the Berber language family.
-
C.
Riffian Berber
Riffian Berber is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
-
D.
northern Morocco
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
E.
Southwestern Morocco
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isOfficialStatusIn Context triple: [Tashelhit, isOfficialStatusIn, Morocco (as part of Amazigh)]
-
A.
isOfficial
Indicates that an entity holds formal, authorized, or government-recognized status in a given context.
-
B.
areOfficialIn
Indicates that an entity holds an official role, position, or capacity within another entity (such as an organization, institution, or jurisdiction).
-
C.
coOfficialStatusIn
chosen
Indicates that two or more entities share the same official status within a specified context, such as a jurisdiction, organization, or system.
-
D.
hasOfficial
Indicates that an entity is formally associated with, represented by, or served by a designated official or office-holder.
-
E.
isOfficialPortalFor
Indicates that one entity serves as the recognized, authoritative portal or entry point for accessing information or services related to another entity.
- F. None of above.
Provenance (6 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_69a88aa72d348190a9544bb5b8a4e71d |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc4358fc88190a6f556c2de9fef8c |
completed | March 7, 2026, 6:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5da5930c819087e71a609f76e269 |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e4a45a08190bd96af6cda06ab35 |
completed | March 9, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ec4a35c8190bffc7a183497e764 |
completed | March 9, 2026, 5:46 a.m. |
| PD | Predicate disambiguation | batch_69abbda0ec948190be88c1243d81a423 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:45 p.m.