Triple

T11685819
Position Surface form Disambiguated ID Type / Status
Subject Western Nilotic languages E277738 entity
Predicate hasMember P10 FINISHED
Object Ma’di language
The Ma’di language is a Nilo-Saharan language spoken primarily by the Ma’di people in parts of South Sudan and northern Uganda.
 E924695 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: Ma’di language | Statement: [Western Nilotic languages, hasMember, Ma’di language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ma’di language
Context triple: [Western Nilotic languages, hasMember, Ma’di language]
  • A. Ma’di language
    The Ma’di language is a Central Sudanic language spoken primarily by the Ma’di people of South Sudan and northern Uganda.
  • B. Abu Jinuk language
    The Abu Jinuk language is a lesser-known Kadu (Kadugli–Krongo) language spoken by an ethnic minority community in the Nuba Mountains region of Sudan.
  • C. Tamyen language
    The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
  • D. Khufi language
    The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
  • E. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • 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: Ma’di language
Triple: [Western Nilotic languages, hasMember, Ma’di language]
Generated description
The Ma’di language is a Nilo-Saharan language spoken primarily by the Ma’di people in parts of South Sudan and northern Uganda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ma’di language
Target entity description: The Ma’di language is a Nilo-Saharan language spoken primarily by the Ma’di people in parts of South Sudan and northern Uganda.
  • A. Ma’di language chosen
    The Ma’di language is a Central Sudanic language spoken primarily by the Ma’di people of South Sudan and northern Uganda.
  • B. Abu Jinuk language
    The Abu Jinuk language is a lesser-known Kadu (Kadugli–Krongo) language spoken by an ethnic minority community in the Nuba Mountains region of Sudan.
  • C. Tamyen language
    The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
  • D. Khufi language
    The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
  • E. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • F. None of above.

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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a463f6448190a4c8e1651a2bd905 completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef1433be908190b2ac887655a6c85a completed April 27, 2026, 7:45 a.m.
NEDg Description generation batch_69ef511f8f688190b2806d4e8ab16511 completed April 27, 2026, 12:05 p.m.
NED2 Entity disambiguation (via description) batch_69ef537efcc48190afffaa50f28940d8 completed April 27, 2026, 12:15 p.m.
Created at: April 8, 2026, 9:40 p.m.