Triple

T3539203
Position Surface form Disambiguated ID Type / Status
Subject Coahuiltecan languages E74840 entity
Predicate hasMember P10 FINISHED
Object Mamulique language
The Mamulique language is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, generally classified within the Coahuiltecan group.
 E366764 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: Mamulique language | Statement: [Coahuiltecan languages, hasMember, Mamulique language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mamulique language
Context triple: [Coahuiltecan languages, hasMember, Mamulique 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. Mambae language
    The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
  • C. Makushi language
    The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
  • D. Mumuye language
    The Mumuye language is a Niger-Congo language spoken primarily by the Mumuye people in northeastern Nigeria.
  • E. Rarámuri language
    The Rarámuri language is an indigenous Uto-Aztecan language spoken by the Tarahumara (Rarámuri) people of northern Mexico.
  • 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: Mamulique language
Triple: [Coahuiltecan languages, hasMember, Mamulique language]
Generated description
The Mamulique language is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, generally classified within the Coahuiltecan group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mamulique language
Target entity description: The Mamulique language is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, generally classified within the Coahuiltecan group.
  • 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. Mambae language
    The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
  • C. Makushi language
    The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
  • D. Mumuye language
    The Mumuye language is a Niger-Congo language spoken primarily by the Mumuye people in northeastern Nigeria.
  • E. Rarámuri language
    The Rarámuri language is an indigenous Uto-Aztecan language spoken by the Tarahumara (Rarámuri) people of northern Mexico.
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbcca5e008190abcfe40c8902a95f completed March 8, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bd7fa3881909fee11cc6f4af7ea completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c9259f881908068961f4eaf11a0 completed March 13, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69b38d04eb388190af64f990bac8d140 completed March 13, 2026, 4:05 a.m.
Created at: March 8, 2026, 3:20 p.m.