Triple

T17646170
Position Surface form Disambiguated ID Type / Status
Subject Herero language E429363 entity
Predicate hasDialects P4251 FINISHED
Object Zemba dialect
The Zemba dialect is a regional variety of the Herero language spoken by the Zemba people of southwestern Africa, particularly in parts of Angola and Namibia.
 E1281397 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: Zemba dialect | Statement: [Herero language, hasDialects, Zemba dialect]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zemba dialect
Context triple: [Herero language, hasDialects, Zemba dialect]
  • A. Nankani dialect
    The Nankani dialect is a regional variety of the Gur-language cluster spoken in northern Ghana and southern Burkina Faso, associated with the Nankani people.
  • B. Ushguli dialect
    The Ushguli dialect is a regional variety of the Svan language spoken in and around the highland village community of Ushguli in northwestern Georgia.
  • C. Bakana dialect
    The Bakana dialect is a regional variety of the Kalabari Ijo language spoken by communities in the Niger Delta area of Nigeria.
  • D. Bajelani dialect
    The Bajelani dialect is a regional variety of the Gorani language spoken by Kurdish communities in parts of the Middle East.
  • E. Rumbur dialect
    The Rumbur dialect is a regional variety of the Kalasha language spoken in the Rumbur Valley of northern Pakistan.
  • 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: Zemba dialect
Triple: [Herero language, hasDialects, Zemba dialect]
Generated description
The Zemba dialect is a regional variety of the Herero language spoken by the Zemba people of southwestern Africa, particularly in parts of Angola and Namibia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zemba dialect
Target entity description: The Zemba dialect is a regional variety of the Herero language spoken by the Zemba people of southwestern Africa, particularly in parts of Angola and Namibia.
  • A. Nankani dialect
    The Nankani dialect is a regional variety of the Gur-language cluster spoken in northern Ghana and southern Burkina Faso, associated with the Nankani people.
  • B. Ushguli dialect
    The Ushguli dialect is a regional variety of the Svan language spoken in and around the highland village community of Ushguli in northwestern Georgia.
  • C. Bakana dialect
    The Bakana dialect is a regional variety of the Kalabari Ijo language spoken by communities in the Niger Delta area of Nigeria.
  • D. Bajelani dialect
    The Bajelani dialect is a regional variety of the Gorani language spoken by Kurdish communities in parts of the Middle East.
  • E. Rumbur dialect
    The Rumbur dialect is a regional variety of the Kalasha language spoken in the Rumbur Valley of northern Pakistan.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46e39937881909bb6a1792fff39a9 completed April 19, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a021650aed4819089892c32c0236e3e completed May 11, 2026, 5:48 p.m.
NEDg Description generation batch_6a021a2ae13c8190a6a7a524b6c8879d completed May 11, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a021ac1dd1c81909a1a13bc0556a985 completed May 11, 2026, 6:06 p.m.
Created at: April 10, 2026, 6:04 a.m.