Triple

T17821545
Position Surface form Disambiguated ID Type / Status
Subject Ngambri people E444996 entity
Predicate hasAlternativeName P39 FINISHED
Object Kamberri (variant spelling used in some sources)
Kamberri is an alternative spelling used in some sources for the Ngambri people, an Aboriginal group traditionally associated with the Canberra region of Australia.
 E1289969 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: Kamberri (variant spelling used in some sources) | Statement: [Ngambri people, hasAlternativeName, Kamberri (variant spelling used in some sources)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kamberri (variant spelling used in some sources)
Context triple: [Ngambri people, hasAlternativeName, Kamberri (variant spelling used in some sources)]
  • A. Kaming
    Kaming is a town in Austria that is twinned as a sister city with Queenstown, New Zealand.
  • B. KAMPI
    KAMPI is a Philippine political party closely associated with former President Gloria Macapagal Arroyo and her administration.
  • C. Kamberi
    Kamberi are an ethnic group in northwestern Nigeria, primarily inhabiting rural areas of Kebbi State and known for their distinct language and traditional cultural practices.
  • D. Kambera
    Kambera is an Austronesian language spoken primarily on the island of Sumba in eastern Indonesia.
  • E. Kempson
    Kempson is an English surname most notably associated with the British acting family that includes actress Rachel Kempson.
  • 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: Kamberri (variant spelling used in some sources)
Triple: [Ngambri people, hasAlternativeName, Kamberri (variant spelling used in some sources)]
Generated description
Kamberri is an alternative spelling used in some sources for the Ngambri people, an Aboriginal group traditionally associated with the Canberra region of Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kamberri (variant spelling used in some sources)
Target entity description: Kamberri is an alternative spelling used in some sources for the Ngambri people, an Aboriginal group traditionally associated with the Canberra region of Australia.
  • A. Kaming
    Kaming is a town in Austria that is twinned as a sister city with Queenstown, New Zealand.
  • B. KAMPI
    KAMPI is a Philippine political party closely associated with former President Gloria Macapagal Arroyo and her administration.
  • C. Kamberi
    Kamberi are an ethnic group in northwestern Nigeria, primarily inhabiting rural areas of Kebbi State and known for their distinct language and traditional cultural practices.
  • D. Kambera
    Kambera is an Austronesian language spoken primarily on the island of Sumba in eastern Indonesia.
  • E. Kempson
    Kempson is an English surname most notably associated with the British acting family that includes actress Rachel Kempson.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48911b660819097fc7ea94665a02a completed April 19, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff680b548190b6f1fbc09335ff31 completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a0300ca1ac88190b474ac8276d55445 completed May 12, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_6a03017f7ea08190b3a98db1c429d04f completed May 12, 2026, 10:31 a.m.
Created at: April 10, 2026, 10:15 a.m.