Triple

T7954672
Position Surface form Disambiguated ID Type / Status
Subject Bantu H languages E184701 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Luvale
Luvale is a Bantu language spoken primarily in northwestern Zambia and parts of Angola by the Luvale people.
 E702325 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: Luvale | Statement: [Bantu H languages, hasNotableLanguage, Luvale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luvale
Context triple: [Bantu H languages, hasNotableLanguage, Luvale]
  • A. Livaneli
    Livaneli is the surname of Zülfü Livaneli, a prominent Turkish musician, novelist, and political figure.
  • B. Lomu
    Lomu is a surname most famously associated with Jonah Lomu, the legendary New Zealand rugby union winger.
  • C. Marangona
    Marangona is the largest and most famous bell of St Mark's Campanile in Venice, traditionally used to mark the beginning and end of the working day and to signal important civic events.
  • D. Lumalee
    Lumalee is a melancholic blue Luma character from The Super Mario Bros. Movie, known for its darkly humorous, existential outlook despite its cute star-like appearance.
  • E. Nomlaki
    Nomlaki are a Native American people of Northern California, traditionally part of the Wintun group and known for their distinct language and cultural practices.
  • 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: Luvale
Triple: [Bantu H languages, hasNotableLanguage, Luvale]
Generated description
Luvale is a Bantu language spoken primarily in northwestern Zambia and parts of Angola by the Luvale people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luvale
Target entity description: Luvale is a Bantu language spoken primarily in northwestern Zambia and parts of Angola by the Luvale people.
  • A. Livaneli
    Livaneli is the surname of Zülfü Livaneli, a prominent Turkish musician, novelist, and political figure.
  • B. Lomu
    Lomu is a surname most famously associated with Jonah Lomu, the legendary New Zealand rugby union winger.
  • C. Marangona
    Marangona is the largest and most famous bell of St Mark's Campanile in Venice, traditionally used to mark the beginning and end of the working day and to signal important civic events.
  • D. Lumalee
    Lumalee is a melancholic blue Luma character from The Super Mario Bros. Movie, known for its darkly humorous, existential outlook despite its cute star-like appearance.
  • E. Nomlaki
    Nomlaki are a Native American people of Northern California, traditionally part of the Wintun group and known for their distinct language and cultural practices.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5f74308190aa63a22c3d5feacc completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe05d89a08190ae5bd4092d007442 completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cbe43a45b48190b2bdc793f2bd3264 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc11c673d88190b2796fb6efac6b09 completed March 31, 2026, 6:26 p.m.
Created at: March 30, 2026, 5:11 p.m.