Triple

T14757936
Position Surface form Disambiguated ID Type / Status
Subject Marranunggu people E346779 entity
Predicate hasAlternativeName P39 FINISHED
Object Maranunga
Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
 E1125574 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: Maranunga | Statement: [Marranunggu people, hasAlternativeName, Maranunga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maranunga
Context triple: [Marranunggu people, hasAlternativeName, Maranunga]
  • A. Walata
    Walata is an ancient trading town in present-day Mauritania that was a key stop on trans-Saharan caravan routes and an important center of Islamic scholarship in West Africa.
  • B. Mooroopna
    Mooroopna is a regional town in Victoria, Australia, situated on the Goulburn River and closely linked economically and socially with the nearby city of Shepparton.
  • C. Mparntwe
    Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
  • D. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • E. Karumba
    Karumba is a small coastal town and fishing port in Queensland, Australia, known for its prawn and barramundi industries and sunsets over the Gulf of Carpentaria.
  • 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: Maranunga
Triple: [Marranunggu people, hasAlternativeName, Maranunga]
Generated description
Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maranunga
Target entity description: Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
  • A. Walata
    Walata is an ancient trading town in present-day Mauritania that was a key stop on trans-Saharan caravan routes and an important center of Islamic scholarship in West Africa.
  • B. Mooroopna
    Mooroopna is a regional town in Victoria, Australia, situated on the Goulburn River and closely linked economically and socially with the nearby city of Shepparton.
  • C. Mparntwe
    Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
  • D. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • E. Karumba
    Karumba is a small coastal town and fishing port in Queensland, Australia, known for its prawn and barramundi industries and sunsets over the Gulf of Carpentaria.
  • 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_69fe6b4531fc819084d9ab1c86cb540c completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6c55d6b88190b0f57009be962194 completed May 8, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69fe6e56e7e88190b70497e168d707de completed May 8, 2026, 11:14 p.m.
Created at: April 10, 2026, 1:30 a.m.