Triple

T21479695
Position Surface form Disambiguated ID Type / Status
Subject Murgon E529954 entity
Predicate electoralDistrictState P19338 FINISHED
Object Nanango
Nanango is a rural electoral district in the Queensland Legislative Assembly, known for encompassing agricultural communities in the South Burnett region of Australia.
 E1486064 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: Nanango | Statement: [Murgon, electoralDistrictState, Nanango]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nanango
Context triple: [Murgon, electoralDistrictState, Nanango]
  • A. Bemboka
    Bemboka is a small rural town in New South Wales, Australia, situated near the foothills of the Great Dividing Range and known for its scenic dairy-farming countryside.
  • B. Maranunga
    Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
  • C. 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.
  • D. Ngarabal
    Ngarabal are an Aboriginal Australian people traditionally associated with the northern New South Wales region.
  • E. Talbingo
    Talbingo is a small town in New South Wales, Australia, located near the Snowy Mountains and associated with the Snowy Mountains Hydro-Electric Scheme.
  • 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: Nanango
Triple: [Murgon, electoralDistrictState, Nanango]
Generated description
Nanango is a rural electoral district in the Queensland Legislative Assembly, known for encompassing agricultural communities in the South Burnett region of Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nanango
Target entity description: Nanango is a rural electoral district in the Queensland Legislative Assembly, known for encompassing agricultural communities in the South Burnett region of Australia.
  • A. Bemboka
    Bemboka is a small rural town in New South Wales, Australia, situated near the foothills of the Great Dividing Range and known for its scenic dairy-farming countryside.
  • B. Maranunga
    Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
  • C. 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.
  • D. Ngarabal
    Ngarabal are an Aboriginal Australian people traditionally associated with the northern New South Wales region.
  • E. Talbingo
    Talbingo is a small town in New South Wales, Australia, located near the Snowy Mountains and associated with the Snowy Mountains Hydro-Electric Scheme.
  • 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_69e0c45acc3881908e38d3f28964152b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea1a37a88190845810cbcacbad65 completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cfff6dec8190ab480491c4a3f641 completed May 17, 2026, 2:26 p.m.
NEDg Description generation batch_6a09d0cd3068819094392cc4b7c6d061 completed May 17, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09d1b4f4748190b5d4edfc298272e4 completed May 17, 2026, 2:33 p.m.
Created at: April 16, 2026, 6:20 p.m.