Triple

T14757933
Position Surface form Disambiguated ID Type / Status
Subject Marranunggu people E346779 entity
Predicate hasAlternativeName P39 FINISHED
Object Marranunga
Marranunga is an Aboriginal Australian people traditionally associated with the Daly River region of the Northern Territory.
 E1118496 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: Marranunga | Statement: [Marranunggu people, hasAlternativeName, Marranunga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marranunga
Context triple: [Marranunggu people, hasAlternativeName, Marranunga]
  • A. Mungindi
    Mungindi is a remote Australian town uniquely situated on both sides of the New South Wales–Queensland border, serving as a rural service centre for the surrounding agricultural region.
  • B. Munglinup
    Munglinup is a small rural town in Western Australia known for its farming community and proximity to the south coast.
  • C. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • D. Mandamarri
    Mandamarri is a town in the Mancherial district of Telangana, India, known primarily for its coal mining industry and role as a regional commercial center.
  • E. Boorara
    Boorara is a small locality in Western Australia known historically for its association with gold mining in the Eastern Goldfields region.
  • 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: Marranunga
Triple: [Marranunggu people, hasAlternativeName, Marranunga]
Generated description
Marranunga is an Aboriginal Australian people traditionally associated with the Daly River region of the Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marranunga
Target entity description: Marranunga is an Aboriginal Australian people traditionally associated with the Daly River region of the Northern Territory.
  • A. Mungindi
    Mungindi is a remote Australian town uniquely situated on both sides of the New South Wales–Queensland border, serving as a rural service centre for the surrounding agricultural region.
  • B. Munglinup
    Munglinup is a small rural town in Western Australia known for its farming community and proximity to the south coast.
  • C. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • D. Mandamarri
    Mandamarri is a town in the Mancherial district of Telangana, India, known primarily for its coal mining industry and role as a regional commercial center.
  • E. Boorara
    Boorara is a small locality in Western Australia known historically for its association with gold mining in the Eastern Goldfields region.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f0f5a48190af008352c26574d7 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0ced0e2c8190a13e3b43e4d35560 completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe15f78180819088c7be010ef27029 completed May 8, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69fe165c1f188190963f9b78272f41f7 completed May 8, 2026, 4:59 p.m.
Created at: April 10, 2026, 1:30 a.m.