Triple

T10490336
Position Surface form Disambiguated ID Type / Status
Subject Daju languages E247399 entity
Predicate spokenIn P2266 FINISHED
Object South Kordofan
South Kordofan is a conflict-affected state in central Sudan known for its ethnic diversity, Nuba Mountains region, and complex political and humanitarian challenges.
 E871800 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: South Kordofan | Statement: [Daju languages, spokenIn, South Kordofan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Kordofan
Context triple: [Daju languages, spokenIn, South Kordofan]
  • A. North Kordofan State
    North Kordofan State is a large, predominantly rural region in central Sudan known for its semi-arid savannah landscape, agriculture, and livestock herding.
  • B. Jonglei State
    Jonglei State is a large, conflict-prone state in eastern South Sudan, known for its vast swamps, pastoralist communities, and recurring intercommunal violence.
  • C. Bahr el Ghazal
    Bahr el Ghazal is a major river and region in South Sudan that forms one of the principal western tributary systems of the White Nile.
  • D. Sennar State
    Sennar State is a region in southeastern Sudan known for its agricultural economy and historical significance as part of the former Funj Sultanate.
  • E. Northern State, Sudan
    Northern State, Sudan is a sparsely populated region in northern Sudan along the Nile, known for its ancient Nubian archaeological sites and desert landscapes.
  • 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: South Kordofan
Triple: [Daju languages, spokenIn, South Kordofan]
Generated description
South Kordofan is a conflict-affected state in central Sudan known for its ethnic diversity, Nuba Mountains region, and complex political and humanitarian challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Kordofan
Target entity description: South Kordofan is a conflict-affected state in central Sudan known for its ethnic diversity, Nuba Mountains region, and complex political and humanitarian challenges.
  • A. North Kordofan State
    North Kordofan State is a large, predominantly rural region in central Sudan known for its semi-arid savannah landscape, agriculture, and livestock herding.
  • B. Jonglei State
    Jonglei State is a large, conflict-prone state in eastern South Sudan, known for its vast swamps, pastoralist communities, and recurring intercommunal violence.
  • C. Bahr el Ghazal
    Bahr el Ghazal is a major river and region in South Sudan that forms one of the principal western tributary systems of the White Nile.
  • D. Sennar State
    Sennar State is a region in southeastern Sudan known for its agricultural economy and historical significance as part of the former Funj Sultanate.
  • E. Northern State, Sudan
    Northern State, Sudan is a sparsely populated region in northern Sudan along the Nile, known for its ancient Nubian archaeological sites and desert landscapes.
  • 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_69d94b0d05a88190be036a6e4ab374a7 completed April 10, 2026, 7:10 p.m.
NEDg Description generation batch_69d94e5e83b881909f13f5bbd92a1774 completed April 10, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69d9518517608190b5036694b83f5f58 completed April 10, 2026, 7:37 p.m.
Created at: April 6, 2026, 12:23 p.m.