Triple

T21053665
Position Surface form Disambiguated ID Type / Status
Subject Ruvu languages E518651 entity
Predicate hasAlternativeName P39 FINISHED
Object Ruvu group
The Ruvu group is a cluster of closely related Bantu languages spoken primarily in eastern Tanzania.
 E1464740 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: Ruvu group | Statement: [Ruvu languages, hasAlternativeName, Ruvu group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ruvu group
Context triple: [Ruvu languages, hasAlternativeName, Ruvu group]
  • A. Undugu group
    The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
  • B. Tswa-Ronga group
    The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
  • C. Makua group
    The Makua group is a cluster of closely related Bantu-speaking ethnic communities primarily inhabiting northern Mozambique and parts of neighboring countries in southeastern Africa.
  • D. Parâng group
    The Parâng group is a prominent mountain massif in Romania known for its high peaks, glacial lakes, and popular hiking and skiing areas.
  • E. Lamay group
    The Lamay group is an architectural complex within the ancient Maya city of Dzibanché, featuring characteristic pyramidal structures and plazas that reflect the site's ceremonial and residential functions.
  • 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: Ruvu group
Triple: [Ruvu languages, hasAlternativeName, Ruvu group]
Generated description
The Ruvu group is a cluster of closely related Bantu languages spoken primarily in eastern Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ruvu group
Target entity description: The Ruvu group is a cluster of closely related Bantu languages spoken primarily in eastern Tanzania.
  • A. Undugu group
    The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
  • B. Tswa-Ronga group
    The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
  • C. Makua group
    The Makua group is a cluster of closely related Bantu-speaking ethnic communities primarily inhabiting northern Mozambique and parts of neighboring countries in southeastern Africa.
  • D. Parâng group
    The Parâng group is a prominent mountain massif in Romania known for its high peaks, glacial lakes, and popular hiking and skiing areas.
  • E. Lamay group
    The Lamay group is an architectural complex within the ancient Maya city of Dzibanché, featuring characteristic pyramidal structures and plazas that reflect the site's ceremonial and residential functions.
  • 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_69e0b5053ac48190921529544959e906 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fd7e087c81908712ddc63e8b1e6c completed April 21, 2026, 4:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0950666f7c8190887911302eb02940 completed May 17, 2026, 5:21 a.m.
NEDg Description generation batch_6a095247e93881908d3bd15a97169937 completed May 17, 2026, 5:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0952af83108190ad14c26968109489 completed May 17, 2026, 5:31 a.m.
Created at: April 16, 2026, 2:36 p.m.