Triple

T11792161
Position Surface form Disambiguated ID Type / Status
Subject East Central Sudanic languages E280413 entity
Predicate hasMember P10 FINISHED
Object Kakwa language
The Kakwa language is a Nilo-Saharan language spoken primarily by the Kakwa people in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
 E946857 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: Kakwa language | Statement: [East Central Sudanic languages, hasMember, Kakwa language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kakwa language
Context triple: [East Central Sudanic languages, hasMember, Kakwa language]
  • A. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • B. Chiricahua language
    The Chiricahua language is an Athabaskan language traditionally spoken by the Chiricahua Apache people of the southwestern United States and northern Mexico.
  • C. Walapai language
    The Walapai language is a Native American language of the Yuman family traditionally spoken by the Hualapai people of northwestern Arizona.
  • D. Jicarilla language
    Jicarilla language is an Athabaskan (Apachean) Native American language traditionally spoken by the Jicarilla Apache people of northern New Mexico.
  • E. Maricopa language
    Maricopa language is a Native American Yuman language traditionally spoken by the Maricopa people of the lower Colorado River region in the southwestern United States.
  • 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: Kakwa language
Triple: [East Central Sudanic languages, hasMember, Kakwa language]
Generated description
The Kakwa language is a Nilo-Saharan language spoken primarily by the Kakwa people 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: Kakwa language
Target entity description: The Kakwa language is a Nilo-Saharan language spoken primarily by the Kakwa people in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
  • A. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • B. Chiricahua language
    The Chiricahua language is an Athabaskan language traditionally spoken by the Chiricahua Apache people of the southwestern United States and northern Mexico.
  • C. Walapai language
    The Walapai language is a Native American language of the Yuman family traditionally spoken by the Hualapai people of northwestern Arizona.
  • D. Jicarilla language
    Jicarilla language is an Athabaskan (Apachean) Native American language traditionally spoken by the Jicarilla Apache people of northern New Mexico.
  • E. Maricopa language
    Maricopa language is a Native American Yuman language traditionally spoken by the Maricopa people of the lower Colorado River region in the southwestern United States.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a588d2c881909783c2d678c2a474 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f09107fd2481908d765d2188035012 completed April 28, 2026, 10:50 a.m.
NEDg Description generation batch_69f0bd40108c8190863a60cf01cc7201 completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef7e9f388190b33f6c16abadfde9 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.