Triple

T11575217
Position Surface form Disambiguated ID Type / Status
Subject Mbum languages E274485 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Pana language
Pana language is a lesser-known Niger-Congo language spoken by the Pana people of Central Africa, particularly in parts of the Central African Republic and neighboring regions.
 E934394 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: Pana language | Statement: [Mbum languages, hasMemberLanguage, Pana language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pana language
Context triple: [Mbum languages, hasMemberLanguage, Pana language]
  • A. Paniya language
    The Paniya language is a Dravidian tribal language spoken primarily by the Paniya people in parts of Kerala, Karnataka, and Tamil Nadu in southern India.
  • B. Pancana language
    The Pancana language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, associated with the Muna–Buton linguistic subgroup.
  • C. Paraujano language
    The Paraujano language is an indigenous Arawakan (Maipurean) language historically spoken by the Paraujano people of northwestern Venezuela, now critically endangered or nearly extinct.
  • D. Paha language
    Paha language is a lesser-known Kra language spoken by an ethnic minority community in parts of southern China.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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: Pana language
Triple: [Mbum languages, hasMemberLanguage, Pana language]
Generated description
Pana language is a lesser-known Niger-Congo language spoken by the Pana people of Central Africa, particularly in parts of the Central African Republic and neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pana language
Target entity description: Pana language is a lesser-known Niger-Congo language spoken by the Pana people of Central Africa, particularly in parts of the Central African Republic and neighboring regions.
  • A. Paniya language
    The Paniya language is a Dravidian tribal language spoken primarily by the Paniya people in parts of Kerala, Karnataka, and Tamil Nadu in southern India.
  • B. Pancana language
    The Pancana language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, associated with the Muna–Buton linguistic subgroup.
  • C. Paraujano language
    The Paraujano language is an indigenous Arawakan (Maipurean) language historically spoken by the Paraujano people of northwestern Venezuela, now critically endangered or nearly extinct.
  • D. Paha language
    Paha language is a lesser-known Kra language spoken by an ethnic minority community in parts of southern China.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.