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.