Triple

T12438092
Position Surface form Disambiguated ID Type / Status
Subject Ngarluma people E297199 entity
Predicate hasAlternativeName P39 FINISHED
Object Ngalooma
Ngalooma is an alternative name for the Ngarluma, an Aboriginal Australian people traditionally associated with the coastal Pilbara region of Western Australia.
 E983947 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: Ngalooma | Statement: [Ngarluma people, hasAlternativeName, Ngalooma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngalooma
Context triple: [Ngarluma people, hasAlternativeName, Ngalooma]
  • A. Pambula
    Pambula is a small coastal town in New South Wales, Australia, known for its historic village atmosphere, nearby beaches, and oyster farming.
  • B. Kurnell
    Kurnell is a coastal suburb in southern Sydney, Australia, known as the site of Captain James Cook’s first landing on the east coast of the continent in 1770.
  • C. Baroona
    Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
  • D. Kariong
    Kariong is a suburban township on the Central Coast of New South Wales, Australia, known as a gateway to Brisbane Water National Park and nearby natural attractions.
  • E. Hamelin Bay
    Hamelin Bay is a coastal locality in Western Australia known for its picturesque beaches, turquoise waters, and frequent stingray sightings.
  • 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: Ngalooma
Triple: [Ngarluma people, hasAlternativeName, Ngalooma]
Generated description
Ngalooma is an alternative name for the Ngarluma, an Aboriginal Australian people traditionally associated with the coastal Pilbara region of Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngalooma
Target entity description: Ngalooma is an alternative name for the Ngarluma, an Aboriginal Australian people traditionally associated with the coastal Pilbara region of Western Australia.
  • A. Pambula
    Pambula is a small coastal town in New South Wales, Australia, known for its historic village atmosphere, nearby beaches, and oyster farming.
  • B. Kurnell
    Kurnell is a coastal suburb in southern Sydney, Australia, known as the site of Captain James Cook’s first landing on the east coast of the continent in 1770.
  • C. Baroona
    Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
  • D. Kariong
    Kariong is a suburban township on the Central Coast of New South Wales, Australia, known as a gateway to Brisbane Water National Park and nearby natural attractions.
  • E. Hamelin Bay
    Hamelin Bay is a coastal locality in Western Australia known for its picturesque beaches, turquoise waters, and frequent stingray sightings.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8dc0f881908a3da736d8947ce1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f0911a08190ba84a20950762e68 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640ef7dd08190bf78d04cffac1a44 completed May 2, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69f641abe114819093d99a327f2220c2 completed May 2, 2026, 6:25 p.m.
Created at: April 8, 2026, 9:55 p.m.