Triple

T15279169
Position Surface form Disambiguated ID Type / Status
Subject Innisfail E365223 entity
Predicate traditionalOwners P14954 FINISHED
Object Mamu people
The Mamu people are an Aboriginal Australian group whose traditional lands lie in the rainforest region of Far North Queensland, particularly around the Innisfail area.
 E1492700 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: Mamu people | Statement: [Innisfail, traditionalOwners, Mamu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mamu people
Context triple: [Innisfail, traditionalOwners, Mamu people]
  • A. Maba people
    The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
  • B. Muna people
    The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
  • C. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • D. Madi people
    The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
  • E. Mumuye people
    The Mumuye people are an ethnic group of northeastern Nigeria known for their distinctive wooden sculptures, rich oral traditions, and agrarian lifestyle.
  • 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: Mamu people
Triple: [Innisfail, traditionalOwners, Mamu people]
Generated description
The Mamu people are an Aboriginal Australian group whose traditional lands lie in the rainforest region of Far North Queensland, particularly around the Innisfail area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mamu people
Target entity description: The Mamu people are an Aboriginal Australian group whose traditional lands lie in the rainforest region of Far North Queensland, particularly around the Innisfail area.
  • A. Maba people
    The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
  • B. Muna people
    The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
  • C. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • D. Madi people
    The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
  • E. Mumuye people
    The Mumuye people are an ethnic group of northeastern Nigeria known for their distinctive wooden sculptures, rich oral traditions, and agrarian lifestyle.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e504d8c8190ad6c565a31d1a9bd completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd19b9b88190a66b02d573751343 completed May 17, 2026, 5:38 p.m.
NEDg Description generation batch_6a09fe995c4c8190be64a5a97f22232b completed May 17, 2026, 5:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09ff342bec8190870fb37ee997c166 completed May 17, 2026, 5:47 p.m.
Created at: April 10, 2026, 3:14 a.m.