Triple

T5300989
Position Surface form Disambiguated ID Type / Status
Subject Wamba Wamba people E119978 entity
Predicate hasNeighboringGroup P5965 FINISHED
Object Latji Latji people
The Latji Latji people are an Aboriginal Australian group traditionally associated with the Mallee region of northwestern Victoria, with their own distinct language and cultural practices.
 E509524 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: Latji Latji people | Statement: [Wamba Wamba people, hasNeighboringGroup, Latji Latji people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Latji Latji people
Context triple: [Wamba Wamba people, hasNeighboringGroup, Latji Latji people]
  • A. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • B. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • C. Potohari people
    The Potohari people are an Indo-Aryan ethnic group native to Pakistan’s Potohar Plateau, known for their distinct Potohari language and shared cultural traditions within the broader Punjabi cultural sphere.
  • D. Limbu people
    The Limbu people are an indigenous ethnic group of the eastern Himalayas, primarily in eastern Nepal and neighboring regions of India, known for their distinct Kirati culture, language, and traditions.
  • E. Dharuk people
    The Dharuk people are an Aboriginal Australian group traditionally associated with the area around present-day Sydney, known for their distinct language and enduring cultural heritage.
  • 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: Latji Latji people
Triple: [Wamba Wamba people, hasNeighboringGroup, Latji Latji people]
Generated description
The Latji Latji people are an Aboriginal Australian group traditionally associated with the Mallee region of northwestern Victoria, with their own distinct language and cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Latji Latji people
Target entity description: The Latji Latji people are an Aboriginal Australian group traditionally associated with the Mallee region of northwestern Victoria, with their own distinct language and cultural practices.
  • A. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • B. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • C. Potohari people
    The Potohari people are an Indo-Aryan ethnic group native to Pakistan’s Potohar Plateau, known for their distinct Potohari language and shared cultural traditions within the broader Punjabi cultural sphere.
  • D. Limbu people
    The Limbu people are an indigenous ethnic group of the eastern Himalayas, primarily in eastern Nepal and neighboring regions of India, known for their distinct Kirati culture, language, and traditions.
  • E. Dharuk people
    The Dharuk people are an Aboriginal Australian group traditionally associated with the area around present-day Sydney, known for their distinct language and enduring cultural heritage.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8509f67c8190b2f82a8370301a59 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10f040f48190b34a586d362264ee completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11635b9c819092130c46caea9306 completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf11e982d08190bc74312bf6ee7127 completed March 21, 2026, 9:47 p.m.
Created at: March 20, 2026, 1:53 p.m.