Triple

T5301002
Position Surface form Disambiguated ID Type / Status
Subject Wamba Wamba people E119978 entity
Predicate hasAlternativeSpelling P457 FINISHED
Object Wamba Wamba
Wamba Wamba are an Aboriginal Australian people traditionally associated with the Murray River region of northern Victoria and southern New South Wales.
 E509527 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: Wamba Wamba | Statement: [Wamba Wamba people, hasAlternativeSpelling, Wamba Wamba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wamba Wamba
Context triple: [Wamba Wamba people, hasAlternativeSpelling, Wamba Wamba]
  • A. Baba Wawa
    Baba Wawa is a famous comedic persona created by Gilda Radner on Saturday Night Live, parodying television journalist Barbara Walters with exaggerated speech and mannerisms.
  • B. Fally Ipupa
    Fally Ipupa is a Congolese singer, songwriter, and producer known for modernizing soukous and rumba with pop and R&B influences and achieving widespread success across Africa and the Francophone world.
  • C. Wamba
    Wamba was a 7th-century king of the Visigoths in Hispania, known for his military campaigns and efforts to strengthen royal authority.
  • D. Wamba
    Wamba is a town and administrative local government area in Nasarawa State, central Nigeria, known for its diverse ethnic communities and agricultural activities.
  • E. Zaza
    Zaza is an Iranian ethnic group primarily inhabiting eastern Turkey, known for speaking the Zazaki language and maintaining distinct cultural traditions.
  • 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: Wamba Wamba
Triple: [Wamba Wamba people, hasAlternativeSpelling, Wamba Wamba]
Generated description
Wamba Wamba are an Aboriginal Australian people traditionally associated with the Murray River region of northern Victoria and southern New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wamba Wamba
Target entity description: Wamba Wamba are an Aboriginal Australian people traditionally associated with the Murray River region of northern Victoria and southern New South Wales.
  • A. Baba Wawa
    Baba Wawa is a famous comedic persona created by Gilda Radner on Saturday Night Live, parodying television journalist Barbara Walters with exaggerated speech and mannerisms.
  • B. Fally Ipupa
    Fally Ipupa is a Congolese singer, songwriter, and producer known for modernizing soukous and rumba with pop and R&B influences and achieving widespread success across Africa and the Francophone world.
  • C. Wamba
    Wamba was a 7th-century king of the Visigoths in Hispania, known for his military campaigns and efforts to strengthen royal authority.
  • D. Wamba
    Wamba is a town and administrative local government area in Nasarawa State, central Nigeria, known for its diverse ethnic communities and agricultural activities.
  • E. Zaza
    Zaza is an Iranian ethnic group primarily inhabiting eastern Turkey, known for speaking the Zazaki language and maintaining distinct cultural traditions.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8509f67c8190b2f82a8370301a59 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10f040f48190b34a586d362264ee completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11635b9c819092130c46caea9306 completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf11e982d08190bc74312bf6ee7127 completed March 21, 2026, 9:47 p.m.
Created at: March 20, 2026, 1:53 p.m.