Triple

T6070594
Position Surface form Disambiguated ID Type / Status
Subject Tsonga language E135269 entity
Predicate closelyRelatedTo P37 FINISHED
Object Ronga language
The Ronga language is a Bantu language spoken primarily in southern Mozambique, closely related to Tsonga and used by the Ronga people in the Maputo region.
 E567410 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: Ronga language | Statement: [Tsonga language, closelyRelatedTo, Ronga language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ronga language
Context triple: [Tsonga language, closelyRelatedTo, Ronga language]
  • A. Karanga language
    The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
  • B. Reang language
    Reang language is a Tibeto-Burman tribal language spoken primarily by the Reang (Bru) community of Tripura and neighboring regions in Northeast India.
  • C. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • D. Tariana language
    The Tariana language is an endangered Arawakan language spoken in the northwest Amazon region of Brazil, known for its complex verbal morphology and extensive system of evidentiality.
  • E. Waihonga language
    The Waihonga language is a lesser-known Austronesian language of the Bima–Sumba subgroup spoken on or near the island of Sumba in eastern 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: Ronga language
Triple: [Tsonga language, closelyRelatedTo, Ronga language]
Generated description
The Ronga language is a Bantu language spoken primarily in southern Mozambique, closely related to Tsonga and used by the Ronga people in the Maputo region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ronga language
Target entity description: The Ronga language is a Bantu language spoken primarily in southern Mozambique, closely related to Tsonga and used by the Ronga people in the Maputo region.
  • A. Karanga language
    The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
  • B. Reang language
    Reang language is a Tibeto-Burman tribal language spoken primarily by the Reang (Bru) community of Tripura and neighboring regions in Northeast India.
  • C. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • D. Tariana language
    The Tariana language is an endangered Arawakan language spoken in the northwest Amazon region of Brazil, known for its complex verbal morphology and extensive system of evidentiality.
  • E. Waihonga language
    The Waihonga language is a lesser-known Austronesian language of the Bima–Sumba subgroup spoken on or near the island of Sumba in eastern 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_69c00879e8048190b690717d19c5bc03 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05742867481908e3f45c875807c73 completed March 22, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d349f288190833384eb9e6c7f52 completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11ec11864819084c31d98133ca53a completed March 23, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69c11f29842881909acf88a1fa896354 completed March 23, 2026, 11:08 a.m.
Created at: March 22, 2026, 4:10 p.m.