Triple

T22951368
Position Surface form Disambiguated ID Type / Status
Subject Botatwe languages E570026 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Fwe language
Fwe is a Bantu language of the Botatwe group spoken primarily along the Zambezi River in Zambia and Namibia.
 E1563483 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: Fwe language | Statement: [Botatwe languages, hasMemberLanguage, Fwe language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fwe language
Context triple: [Botatwe languages, hasMemberLanguage, Fwe language]
  • A. Langue
    Langue is a municipality located in the Valle Department of southern Honduras, known for its rural character and proximity to the Gulf of Fonseca.
  • B. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • C. The Language
    "The Language" is a reflective, lyrically dense hip-hop track by Drake that appears on his 2013 studio album "Nothing Was the Same."
  • D. Lingus
    "Lingus" is a virtuosic, jazz-fusion instrumental track by Snarky Puppy, renowned for its complex rhythms, rich harmonies, and an iconic synthesizer solo.
  • E. Foor language
    The Foor language, also known as Konjara, is an indigenous language spoken by a specific ethnic community, likely in a localized region with limited global prominence.
  • 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: Fwe language
Triple: [Botatwe languages, hasMemberLanguage, Fwe language]
Generated description
Fwe is a Bantu language of the Botatwe group spoken primarily along the Zambezi River in Zambia and Namibia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fwe language
Target entity description: Fwe is a Bantu language of the Botatwe group spoken primarily along the Zambezi River in Zambia and Namibia.
  • A. Langue
    Langue is a municipality located in the Valle Department of southern Honduras, known for its rural character and proximity to the Gulf of Fonseca.
  • B. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • C. The Language
    "The Language" is a reflective, lyrically dense hip-hop track by Drake that appears on his 2013 studio album "Nothing Was the Same."
  • D. Lingus
    "Lingus" is a virtuosic, jazz-fusion instrumental track by Snarky Puppy, renowned for its complex rhythms, rich harmonies, and an iconic synthesizer solo.
  • E. Foor language
    The Foor language, also known as Konjara, is an indigenous language spoken by a specific ethnic community, likely in a localized region with limited global prominence.
  • 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_69e2459199d08190a8184ee2aa935842 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181a285448190a718734fe933d51a completed April 29, 2026, 3:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca17e51881909f147ae8677e2a90 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcaebed688190b2ea74c588922d98 completed May 19, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcbec354081909dbeeb389e86d38c completed May 19, 2026, 2:33 a.m.
Created at: April 17, 2026, 3:46 p.m.