Triple

T11856801
Position Surface form Disambiguated ID Type / Status
Subject West Central Sudanic languages E282059 entity
Predicate hasMember P10 FINISHED
Object Mangayat language
The Mangayat language is a lesser-known West Central Sudanic language spoken by the Mangayat people in parts of South Sudan.
 E949117 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: Mangayat language | Statement: [West Central Sudanic languages, hasMember, Mangayat language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mangayat language
Context triple: [West Central Sudanic languages, hasMember, Mangayat language]
  • A. Mampruli language
    Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
  • B. Madjingay language
    The Madjingay language is a member of the Sara language group spoken in parts of Central Africa, primarily in Chad.
  • C. Maanyan language
    Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
  • D. Majang language
    The Majang language is a Surmic language of the Nilo-Saharan family spoken by the Majangir people of southwestern Ethiopia.
  • E. Manggarai language
    The Manggarai language is an Austronesian language spoken primarily by the Manggarai people in western Flores, Indonesia.
  • 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: Mangayat language
Triple: [West Central Sudanic languages, hasMember, Mangayat language]
Generated description
The Mangayat language is a lesser-known West Central Sudanic language spoken by the Mangayat people in parts of South Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mangayat language
Target entity description: The Mangayat language is a lesser-known West Central Sudanic language spoken by the Mangayat people in parts of South Sudan.
  • A. Mampruli language
    Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
  • B. Madjingay language
    The Madjingay language is a member of the Sara language group spoken in parts of Central Africa, primarily in Chad.
  • C. Maanyan language
    Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
  • D. Majang language
    The Majang language is a Surmic language of the Nilo-Saharan family spoken by the Majangir people of southwestern Ethiopia.
  • E. Manggarai language
    The Manggarai language is an Austronesian language spoken primarily by the Manggarai people in western Flores, Indonesia.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a699089c8190b7a298baf13dcded completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167d9b9e8819093582637941fc5ca completed April 29, 2026, 2:07 a.m.
NEDg Description generation batch_69f17006e6108190b51b20ddf6d2368c completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17819af5c8190a98db3cd8eff8da2 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.