Triple

T3481671
Position Surface form Disambiguated ID Type / Status
Subject Ngunnawal people E73503 entity
Predicate neighbouringGroup P5965 FINISHED
Object Ngambri people
The Ngambri people are an Aboriginal Australian group traditionally associated with the Canberra region and surrounding areas of the Australian Capital Territory.
E444996 NE FINISHED

How this triple was built (5 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: Ngambri people | Statement: [Ngunnawal people, neighbouringGroup, Ngambri people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngambri people
Context triple: [Ngunnawal people, neighbouringGroup, Ngambri people]
  • A. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • B. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • C. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • D. Gamilaraay people
    The Gamilaraay people are an Aboriginal Australian group from north-central New South Wales and southern Queensland, known for their distinct language, rich cultural traditions, and deep connection to the Kamilaroi/Gamilaraay country.
  • E. Kikuyu people
    The Kikuyu people are the largest ethnic group in Kenya, traditionally agriculturalists from the central highlands with a rich cultural heritage and Bantu language.
  • 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: Ngambri people
Triple: [Ngunnawal people, neighbouringGroup, Ngambri people]
Generated description
The Ngambri people are an Aboriginal Australian group traditionally associated with the Canberra region and surrounding areas of the Australian Capital Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngambri people
Target entity description: The Ngambri people are an Aboriginal Australian group traditionally associated with the Canberra region and surrounding areas of the Australian Capital Territory.
  • A. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • B. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • C. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • D. Gamilaraay people
    The Gamilaraay people are an Aboriginal Australian group from north-central New South Wales and southern Queensland, known for their distinct language, rich cultural traditions, and deep connection to the Kamilaroi/Gamilaraay country.
  • E. Kikuyu people
    The Kikuyu people are the largest ethnic group in Kenya, traditionally agriculturalists from the central highlands with a rich cultural heritage and Bantu language.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: neighbouringGroup
Context triple: [Ngunnawal people, neighbouringGroup, Ngambri people]
  • A. neighboringGroup chosen
    Indicates that one group is located adjacent to or directly next to another group.
  • B. neighboringRegion
    Indicates that two regions share a common boundary or are directly adjacent to each other geographically.
  • C. neighbouringMunicipality
    Indicates that one municipality directly borders and is adjacent to another municipality.
  • D. neighboringAppellation
    Indicates that two appellations (e.g., designated geographic areas) share a common boundary or are directly adjacent to each other.
  • E. neighboringFamily
    Indicates that one family lives next to or very close to another family, forming a direct neighborhood relationship.
  • F. None of above.

Provenance (6 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb75850c8190ad02cf2bde8be8a7 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b672133044819089d54cca5ed6a063 completed March 15, 2026, 8:47 a.m.
NEDg Description generation batch_69b6734813a88190b2d673b70dd29cfb completed March 15, 2026, 8:52 a.m.
NED2 Entity disambiguation (via description) batch_69b6739589948190ab614d150eeb00da completed March 15, 2026, 8:53 a.m.
PD Predicate disambiguation batch_69adae0935ac8190bfa8a8bd3dcd3301 completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:17 p.m.