Triple

T13006976
Position Surface form Disambiguated ID Type / Status
Subject Victoria River region E322312 entity
Predicate traditionalOwners P14954 FINISHED
Object Malngin people
The Malngin people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct cultural, linguistic, and spiritual heritage tied to that country.
E1263058 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: Malngin people | Statement: [Victoria River region, traditionalOwners, Malngin people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malngin people
Context triple: [Victoria River region, traditionalOwners, Malngin people]
  • A. Langi people
    The Langi people are a Nilotic ethnic group of northern Uganda known for their distinct Luo-related language and cultural traditions.
  • B. Nyimang people
    The Nyimang people are an ethnic group indigenous to the Nuba Mountains region of Sudan, known for their distinct Nilo-Saharan language and agrarian, village-based way of life.
  • C. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • D. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • E. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • 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: Malngin people
Triple: [Victoria River region, traditionalOwners, Malngin people]
Generated description
The Malngin people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct cultural, linguistic, and spiritual heritage tied to that country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malngin people
Target entity description: The Malngin people are an Aboriginal Australian group whose ancestral lands lie in the Victoria River region of the Northern Territory, with a distinct cultural, linguistic, and spiritual heritage tied to that country.
  • A. Langi people
    The Langi people are a Nilotic ethnic group of northern Uganda known for their distinct Luo-related language and cultural traditions.
  • B. Nyimang people
    The Nyimang people are an ethnic group indigenous to the Nuba Mountains region of Sudan, known for their distinct Nilo-Saharan language and agrarian, village-based way of life.
  • C. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • D. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • E. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9b27ec8190815c40a05b9ba7d0 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a018c30b5388190b5c4190d89c7ae97 completed May 11, 2026, 7:58 a.m.
NEDg Description generation batch_6a018d777ab081909efd8727c7eb99b8 completed May 11, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_6a018e2a15f081909377a30925406417 completed May 11, 2026, 8:07 a.m.
Created at: April 9, 2026, 8:48 p.m.