Triple

T11114575
Position Surface form Disambiguated ID Type / Status
Subject Keliko language E262850 entity
Predicate isPartOf P10 FINISHED
Object Moru–Madi branch of Central Sudanic
The Moru–Madi branch of Central Sudanic is a subgroup of related languages within the Central Sudanic family spoken primarily in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
 E905161 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: Moru–Madi branch of Central Sudanic | Statement: [Keliko language, isPartOf, Moru–Madi branch of Central Sudanic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Moru–Madi branch of Central Sudanic
Context triple: [Keliko language, isPartOf, Moru–Madi branch of Central Sudanic]
  • A. Songhay branch of Nilo-Saharan
    The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
  • B. Maban branch of Nilo-Saharan
    The Maban branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family spoken mainly in eastern Chad and western Sudan, comprising several related languages of the Maban people.
  • C. Saharan branch of Nilo-Saharan
    The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
  • D. Nuer-Dinka branch
    The Nuer-Dinka branch is a subgroup of Western Nilotic languages spoken primarily in South Sudan and neighboring regions, encompassing closely related languages of the Nuer and Dinka peoples and their relatives.
  • E. Surmic branch of Nilo-Saharan
    The Surmic branch of Nilo-Saharan is a subgroup of Eastern Sudanic languages spoken primarily in southwestern Ethiopia and neighboring regions, encompassing languages such as Majang and other closely related Surmic tongues.
  • 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: Moru–Madi branch of Central Sudanic
Triple: [Keliko language, isPartOf, Moru–Madi branch of Central Sudanic]
Generated description
The Moru–Madi branch of Central Sudanic is a subgroup of related languages within the Central Sudanic family spoken primarily in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Moru–Madi branch of Central Sudanic
Target entity description: The Moru–Madi branch of Central Sudanic is a subgroup of related languages within the Central Sudanic family spoken primarily in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
  • A. Songhay branch of Nilo-Saharan
    The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
  • B. Maban branch of Nilo-Saharan
    The Maban branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family spoken mainly in eastern Chad and western Sudan, comprising several related languages of the Maban people.
  • C. Saharan branch of Nilo-Saharan
    The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
  • D. Nuer-Dinka branch
    The Nuer-Dinka branch is a subgroup of Western Nilotic languages spoken primarily in South Sudan and neighboring regions, encompassing closely related languages of the Nuer and Dinka peoples and their relatives.
  • E. Surmic branch of Nilo-Saharan
    The Surmic branch of Nilo-Saharan is a subgroup of Eastern Sudanic languages spoken primarily in southwestern Ethiopia and neighboring regions, encompassing languages such as Majang and other closely related Surmic tongues.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79aa637888190935e852281408356 completed April 9, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d7da99881908d38ea66c37dfb92 completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e42e67724481908bd9e73487a80d44 completed April 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69e4308103c48190b32ee3047d9a0860 completed April 19, 2026, 1:31 a.m.
Created at: April 8, 2026, 9:27 p.m.