Triple

T10489825
Position Surface form Disambiguated ID Type / Status
Subject Surmic languages E247385 entity
Predicate hasAlternativeName P39 FINISHED
Object Surma languages
Surma languages are a branch of the Nilo-Saharan language family spoken primarily by Surmic ethnic groups in southwestern Ethiopia and neighboring regions of South Sudan.
E867115 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: Surma languages | Statement: [Surmic languages, hasAlternativeName, Surma languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Surma languages
Context triple: [Surmic languages, hasAlternativeName, Surma languages]
  • A. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • B. Semnani languages
    Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
  • C. Munda languages
    Munda languages are a branch of the Austroasiatic language family spoken primarily by indigenous communities in eastern and central India.
  • D. Samogo languages
    The Samogo languages are a small group of closely related Mande languages spoken primarily in Mali and neighboring regions of West Africa.
  • E. Kunama languages
    The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
  • 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: Surma languages
Triple: [Surmic languages, hasAlternativeName, Surma languages]
Generated description
Surma languages are a branch of the Nilo-Saharan language family spoken primarily by Surmic ethnic groups in southwestern Ethiopia and neighboring regions of South Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Surma languages
Target entity description: Surma languages are a branch of the Nilo-Saharan language family spoken primarily by Surmic ethnic groups in southwestern Ethiopia and neighboring regions of South Sudan.
  • A. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • B. Semnani languages
    Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
  • C. Munda languages
    Munda languages are a branch of the Austroasiatic language family spoken primarily by indigenous communities in eastern and central India.
  • D. Samogo languages
    The Samogo languages are a small group of closely related Mande languages spoken primarily in Mali and neighboring regions of West Africa.
  • E. Kunama languages
    The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
  • 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_69d5097ca5c081908b47a08ca7885650 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_69d901e1ecf88190acd24a0e20462cb9 completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:23 p.m.