Triple

T7759091
Position Surface form Disambiguated ID Type / Status
Subject Dinka E175971 entity
Predicate closelyRelatedTo P37 FINISHED
Object Shilluk language
The Shilluk language is a Western Nilotic language spoken primarily by the Shilluk people of South Sudan along the White Nile.
 E687003 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: Shilluk language | Statement: [Dinka, closelyRelatedTo, Shilluk language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shilluk language
Context triple: [Dinka, closelyRelatedTo, Shilluk language]
  • A. Dinka language
    The Dinka language is a Western Nilotic language spoken primarily by the Dinka people of South Sudan, known for its complex system of tones and vowel lengths.
  • B. Nuer language
    Nuer language is a Western Nilotic language spoken primarily by the Nuer people of South Sudan and western Ethiopia.
  • C. Nilotic languages
    Nilotic languages are a branch of the Nilo-Saharan language family spoken primarily along the Nile Valley and surrounding regions of East and Central Africa by various pastoralist and agricultural communities.
  • D. Sanglechi language
    The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
  • E. Luhya languages
    The Luhya languages are a closely related group of Bantu languages spoken primarily by the Luhya people in western Kenya.
  • 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: Shilluk language
Triple: [Dinka, closelyRelatedTo, Shilluk language]
Generated description
The Shilluk language is a Western Nilotic language spoken primarily by the Shilluk people of South Sudan along the White Nile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shilluk language
Target entity description: The Shilluk language is a Western Nilotic language spoken primarily by the Shilluk people of South Sudan along the White Nile.
  • A. Dinka language
    The Dinka language is a Western Nilotic language spoken primarily by the Dinka people of South Sudan, known for its complex system of tones and vowel lengths.
  • B. Nuer language
    Nuer language is a Western Nilotic language spoken primarily by the Nuer people of South Sudan and western Ethiopia.
  • C. Nilotic languages
    Nilotic languages are a branch of the Nilo-Saharan language family spoken primarily along the Nile Valley and surrounding regions of East and Central Africa by various pastoralist and agricultural communities.
  • D. Sanglechi language
    The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
  • E. Luhya languages
    The Luhya languages are a closely related group of Bantu languages spoken primarily by the Luhya people in western Kenya.
  • 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_69c6996180088190832e38e8d83ff54a completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c703de43d08190ac28bc17cd3e5ffa completed March 27, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8c7cf538c8190aa86c27fff42efb0 completed March 29, 2026, 6:33 a.m.
NEDg Description generation batch_69c8c8a18860819081a88f80544db83d completed March 29, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69c8c900a28c819097449e8ceb373718 completed March 29, 2026, 6:38 a.m.
Created at: March 27, 2026, 4:09 p.m.