Triple

T10490460
Position Surface form Disambiguated ID Type / Status
Subject Berta languages E247403 entity
Predicate hasAlternativeName P39 FINISHED
Object Berta–Shinasha languages
Berta–Shinasha languages are a small group of closely related Nilo-Saharan languages spoken primarily in western Ethiopia and neighboring regions of Sudan.
 E873578 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: Berta–Shinasha languages | Statement: [Berta languages, hasAlternativeName, Berta–Shinasha languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berta–Shinasha languages
Context triple: [Berta languages, hasAlternativeName, Berta–Shinasha languages]
  • A. Sanglechi–Ishkashimi languages
    The Sanglechi–Ishkashimi languages are a small group of closely related Eastern Iranian languages spoken in the mountainous border regions of Afghanistan and Tajikistan.
  • B. Teda–Daza languages
    The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
  • C. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • D. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • E. Kilivila–Misima languages
    The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
  • 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: Berta–Shinasha languages
Triple: [Berta languages, hasAlternativeName, Berta–Shinasha languages]
Generated description
Berta–Shinasha languages are a small group of closely related Nilo-Saharan languages spoken primarily in western Ethiopia and neighboring regions of Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berta–Shinasha languages
Target entity description: Berta–Shinasha languages are a small group of closely related Nilo-Saharan languages spoken primarily in western Ethiopia and neighboring regions of Sudan.
  • A. Sanglechi–Ishkashimi languages
    The Sanglechi–Ishkashimi languages are a small group of closely related Eastern Iranian languages spoken in the mountainous border regions of Afghanistan and Tajikistan.
  • B. Teda–Daza languages
    The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
  • C. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • D. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • E. Kilivila–Misima languages
    The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097d61e08190952d4354ef1bce52 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e5d1a2c81908a9bb8f1c55414fa completed April 10, 2026, 8:32 p.m.
NEDg Description generation batch_69d95f80d0c48190b88e3a4b3e42279c completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602748608190b0c971accf44b7aa completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:23 p.m.