Triple

T15292621
Position Surface form Disambiguated ID Type / Status
Subject Maningrida E365563 entity
Predicate hasLanguagesSpoken P741 FINISHED
Object Wurlaki
Wurlaki is an Indigenous Australian Aboriginal language traditionally spoken by the Wurlaki people of the Maningrida region in the Northern Territory.
E1149390 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: Wurlaki | Statement: [Maningrida, hasLanguagesSpoken, Wurlaki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wurlaki
Context triple: [Maningrida, hasLanguagesSpoken, Wurlaki]
  • A. Wallagoot
    Wallagoot is a small rural locality in the Bega Valley region of New South Wales, Australia, known for its nearby coastal lake and natural surroundings.
  • B. Illawong
    Illawong is a suburban residential area in southern Sydney, New South Wales, known for its bushland setting between the Georges and Woronora Rivers.
  • C. Teiwa
    Teiwa is a Papuan language spoken on Pantar Island in eastern Indonesia, known for its complex verb morphology and membership in the Alor–Pantar language family.
  • D. Buronga
    Buronga is a small town in southwestern New South Wales, Australia, situated on the Murray River opposite Mildura and known for its role in the irrigated agricultural district of the Sunraysia region.
  • E. Wiluna
    Wiluna is a remote outback town in Western Australia known historically as a gold mining center and as a gateway to desert tracks such as the Canning Stock Route.
  • 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: Wurlaki
Triple: [Maningrida, hasLanguagesSpoken, Wurlaki]
Generated description
Wurlaki is an Indigenous Australian Aboriginal language traditionally spoken by the Wurlaki people of the Maningrida region in the Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wurlaki
Target entity description: Wurlaki is an Indigenous Australian Aboriginal language traditionally spoken by the Wurlaki people of the Maningrida region in the Northern Territory.
  • A. Wallagoot
    Wallagoot is a small rural locality in the Bega Valley region of New South Wales, Australia, known for its nearby coastal lake and natural surroundings.
  • B. Illawong
    Illawong is a suburban residential area in southern Sydney, New South Wales, known for its bushland setting between the Georges and Woronora Rivers.
  • C. Teiwa
    Teiwa is a Papuan language spoken on Pantar Island in eastern Indonesia, known for its complex verb morphology and membership in the Alor–Pantar language family.
  • D. Buronga
    Buronga is a small town in southwestern New South Wales, Australia, situated on the Murray River opposite Mildura and known for its role in the irrigated agricultural district of the Sunraysia region.
  • E. Wiluna
    Wiluna is a remote outback town in Western Australia known historically as a gold mining center and as a gateway to desert tracks such as the Canning Stock Route.
  • 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_69e03682ea488190ac82fdbd0e855d34 completed April 16, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef899e55c8190b1c26491bf37967a completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fef9ed514081909a54da584dff7e5c completed May 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69fefa72f9cc819089550217ea7c7d6e completed May 9, 2026, 9:12 a.m.
Created at: April 10, 2026, 3:15 a.m.