Triple

T15100297
Position Surface form Disambiguated ID Type / Status
Subject Zenata petty kingdoms in Morocco E360645 entity
Predicate ethnicGroup P194 FINISHED
Object Zenata
Zenata were a major Berber tribal confederation of North Africa, historically influential in the politics and dynasties of Morocco and surrounding regions.
 E180475 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: Zenata | Statement: [Zenata petty kingdoms in Morocco, ethnicGroup, Zenata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zenata
Context triple: [Zenata petty kingdoms in Morocco, ethnicGroup, Zenata]
  • A. Zenati
    Zenati is a branch of the Northern Berber languages spoken in North Africa, encompassing several closely related dialect groups.
  • B. Calipha
    Calipha is an alternative English transliteration of the Arabic title "Khalifa," historically used for the leader or successor in Islamic governance and religious authority.
  • C. Solara
    Solara is a young woman in the post-apocalyptic film "The Book of Eli" who becomes Eli’s companion and protégé on his journey to protect a sacred book.
  • D. Panthea
    Panthea is a key character in Percy Bysshe Shelley’s lyrical drama "Prometheus Unbound," serving as a devoted companion and spiritual intermediary who reflects and interprets Prometheus’s transformative vision.
  • E. Astún
    Astún is a ski resort in the Spanish Pyrenees known for its alpine terrain and winter sports facilities.
  • 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: Zenata
Triple: [Zenata petty kingdoms in Morocco, ethnicGroup, Zenata]
Generated description
Zenata were a major Berber tribal confederation of North Africa, historically influential in the politics and dynasties of Morocco and surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zenata
Target entity description: Zenata were a major Berber tribal confederation of North Africa, historically influential in the politics and dynasties of Morocco and surrounding regions.
  • A. Zenati chosen
    Zenati is a branch of the Northern Berber languages spoken in North Africa, encompassing several closely related dialect groups.
  • B. Calipha
    Calipha is an alternative English transliteration of the Arabic title "Khalifa," historically used for the leader or successor in Islamic governance and religious authority.
  • C. Solara
    Solara is a young woman in the post-apocalyptic film "The Book of Eli" who becomes Eli’s companion and protégé on his journey to protect a sacred book.
  • D. Panthea
    Panthea is a key character in Percy Bysshe Shelley’s lyrical drama "Prometheus Unbound," serving as a devoted companion and spiritual intermediary who reflects and interprets Prometheus’s transformative vision.
  • E. Astún
    Astún is a ski resort in the Spanish Pyrenees known for its alpine terrain and winter sports facilities.
  • F. None of above.

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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00550007481909e02ee1d597a4d37 completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69feae2571f48190b73f0aecd113fed6 completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb0be78b0819092cc9d7e8775458f completed May 9, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69feb15a575c8190b02a21449530e361 completed May 9, 2026, 4 a.m.
Created at: April 10, 2026, 3:04 a.m.