Triple

T6851753
Position Surface form Disambiguated ID Type / Status
Subject Shark Bay E158033 entity
Predicate traditionalOwners P14954 FINISHED
Object Malgana people
The Malgana people are an Aboriginal Australian group whose ancestral lands encompass the Shark Bay region of Western Australia, with a rich maritime culture and deep connections to the coastal environment.
E654638 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: Malgana people | Statement: [Shark Bay, traditionalOwners, Malgana people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malgana people
Context triple: [Shark Bay, traditionalOwners, Malgana people]
  • A. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • B. Hlubi people
    The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
  • C. Margi people
    The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
  • D. Hema people
    The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
  • E. Manide people
    The Manide people are an indigenous Negrito ethnic group of the Philippines known for their distinct language, traditional forest-based lifestyle, and rich oral 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: Malgana people
Triple: [Shark Bay, traditionalOwners, Malgana people]
Generated description
The Malgana people are an Aboriginal Australian group whose ancestral lands encompass the Shark Bay region of Western Australia, with a rich maritime culture and deep connections to the coastal environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malgana people
Target entity description: The Malgana people are an Aboriginal Australian group whose ancestral lands encompass the Shark Bay region of Western Australia, with a rich maritime culture and deep connections to the coastal environment.
  • A. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • B. Hlubi people
    The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
  • C. Margi people
    The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
  • D. Hema people
    The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
  • E. Manide people
    The Manide people are an indigenous Negrito ethnic group of the Philippines known for their distinct language, traditional forest-based lifestyle, and rich oral 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_69c6882fae988190864cbba788c5ebb4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d84e6fb08190915954be5b0df2d8 completed March 27, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e4fd792481909251c8749d7a11a3 completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e5df5eb08190a22e53b95fbc23f2 completed March 28, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_69c7e64fe200819081901b32523a5fa5 completed March 28, 2026, 2:31 p.m.
Created at: March 27, 2026, 2:20 p.m.