Triple

T13006926
Position Surface form Disambiguated ID Type / Status
Subject Daly River region E322311 entity
Predicate hasTraditionalOwners P3032 FINISHED
Object Malak Malak people
The Malak Malak people are an Aboriginal Australian group whose traditional lands lie along the Daly River in the Northern Territory, with a distinct language and cultural heritage tied to this region.
E1015085 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: Malak Malak people | Statement: [Daly River region, hasTraditionalOwners, Malak Malak people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malak Malak people
Context triple: [Daly River region, hasTraditionalOwners, Malak Malak people]
  • A. Nawda people
    The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
  • B. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Naharra people
    The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
  • E. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • 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: Malak Malak people
Triple: [Daly River region, hasTraditionalOwners, Malak Malak people]
Generated description
The Malak Malak people are an Aboriginal Australian group whose traditional lands lie along the Daly River in the Northern Territory, with a distinct language and cultural heritage tied to this region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malak Malak people
Target entity description: The Malak Malak people are an Aboriginal Australian group whose traditional lands lie along the Daly River in the Northern Territory, with a distinct language and cultural heritage tied to this region.
  • A. Nawda people
    The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
  • B. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Naharra people
    The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
  • E. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • 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_69f6c109e59481909fc46b152034c6a9 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20a1eb881908a28dc884c2005ef completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c34dff148190bc016ea8fd88c9ad completed May 3, 2026, 3:38 a.m.
Created at: April 9, 2026, 8:48 p.m.