Triple

T11578342
Position Surface form Disambiguated ID Type / Status
Subject Atlantic languages E274561 entity
Predicate majorLanguage P207 FINISHED
Object Ndut
Ndut is a Niger-Congo language spoken by the Ndut people of Senegal, belonging to the Cangin subgroup of the Atlantic branch.
 E934534 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: Ndut | Statement: [Atlantic languages, majorLanguage, Ndut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ndut
Context triple: [Atlantic languages, majorLanguage, Ndut]
  • A. Ngundu
    Ngundu is a small settlement in southern Zimbabwe that serves as a roadside stop and trading center along major routes between Harare and Beitbridge.
  • B. Nyaturu
    Nyaturu is a Bantu language spoken primarily by the Nyaturu people in central Tanzania.
  • C. Ndugu
    Ndugu is a surname of likely African origin borne by various individuals, including those with the given name Bailey.
  • D. Tututni
    Tututni refers to a group of Athabaskan-speaking Indigenous peoples from southwestern Oregon, whose descendants are among those represented in the Confederated Tribes of Siletz Indians.
  • E. Dunda
    Dunda is a village located in the Uttarkashi district of the Indian state of Uttarakhand, in the Himalayan region of northern India.
  • 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: Ndut
Triple: [Atlantic languages, majorLanguage, Ndut]
Generated description
Ndut is a Niger-Congo language spoken by the Ndut people of Senegal, belonging to the Cangin subgroup of the Atlantic branch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ndut
Target entity description: Ndut is a Niger-Congo language spoken by the Ndut people of Senegal, belonging to the Cangin subgroup of the Atlantic branch.
  • A. Ngundu
    Ngundu is a small settlement in southern Zimbabwe that serves as a roadside stop and trading center along major routes between Harare and Beitbridge.
  • B. Nyaturu
    Nyaturu is a Bantu language spoken primarily by the Nyaturu people in central Tanzania.
  • C. Ndugu
    Ndugu is a surname of likely African origin borne by various individuals, including those with the given name Bailey.
  • D. Tututni
    Tututni refers to a group of Athabaskan-speaking Indigenous peoples from southwestern Oregon, whose descendants are among those represented in the Confederated Tribes of Siletz Indians.
  • E. Dunda
    Dunda is a village located in the Uttarkashi district of the Indian state of Uttarakhand, in the Himalayan region of northern India.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904b46288190890ecafd6ceb0c3d completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e714080a60819095205355776c8637 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.