Triple

T10490331
Position Surface form Disambiguated ID Type / Status
Subject Daju languages E247399 entity
Predicate hasPart P35 FINISHED
Object Shatt language (Daju)
The Shatt language (Daju) is a Nilo-Saharan language spoken by the Daju people of the Shatt area in the Nuba Mountains of Sudan.
 E247399 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: Shatt language (Daju) | Statement: [Daju languages, hasPart, Shatt language (Daju)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shatt language (Daju)
Context triple: [Daju languages, hasPart, Shatt language (Daju)]
  • A. Shabo language
    Shabo language is a highly endangered and poorly documented language spoken by a small community in southwestern Ethiopia, often considered a linguistic isolate with uncertain genetic affiliation.
  • B. Daju languages
    The Daju languages are a small group of closely related Eastern Sudanic languages spoken primarily in parts of Sudan and Chad.
  • C. Shawiya language
    The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
  • D. Ngaju language
    The Ngaju language is an Austronesian language spoken primarily by the Ngaju Dayak people of central Kalimantan in Indonesian Borneo.
  • E. Dawan language
    The Dawan language is an Austronesian language spoken primarily in West Timor, Indonesia, by the Atoni people.
  • 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: Shatt language (Daju)
Triple: [Daju languages, hasPart, Shatt language (Daju)]
Generated description
The Shatt language (Daju) is a Nilo-Saharan language spoken by the Daju people of the Shatt area in the Nuba Mountains of Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shatt language (Daju)
Target entity description: The Shatt language (Daju) is a Nilo-Saharan language spoken by the Daju people of the Shatt area in the Nuba Mountains of Sudan.
  • A. Shabo language
    Shabo language is a highly endangered and poorly documented language spoken by a small community in southwestern Ethiopia, often considered a linguistic isolate with uncertain genetic affiliation.
  • B. Daju languages chosen
    The Daju languages are a small group of closely related Eastern Sudanic languages spoken primarily in parts of Sudan and Chad.
  • C. Shawiya language
    The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
  • D. Ngaju language
    The Ngaju language is an Austronesian language spoken primarily by the Ngaju Dayak people of central Kalimantan in Indonesian Borneo.
  • E. Dawan language
    The Dawan language is an Austronesian language spoken primarily in West Timor, Indonesia, by the Atoni people.
  • 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_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_69d8dc9792308190b09d6aaed63dd418 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901ef24608190934377d9dc855d6f completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:23 p.m.