Triple

T15105571
Position Surface form Disambiguated ID Type / Status
Subject Macarthur region E360779 entity
Predicate majorCentre P164 FINISHED
Object Narellan
Narellan is a suburban commercial and residential hub in south-western Sydney, New South Wales, known for its shopping centre and role as a key service centre for the surrounding Macarthur region.
 E1147774 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: Narellan | Statement: [Macarthur region, majorCentre, Narellan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Narellan
Context triple: [Macarthur region, majorCentre, Narellan]
  • A. Blacktown
    Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
  • B. Kurrajong
    Kurrajong is a locality in the Australian Capital Territory known for its rural character and proximity to the Ginninderra region.
  • C. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • D. Caringbah
    Caringbah is a suburb in southern Sydney, New South Wales, known for its residential character, local commercial areas, and proximity to the Cronulla beaches.
  • E. Hurstville
    Hurstville is a major commercial and residential suburb in southern Sydney, New South Wales, known as a key regional centre for shopping and transport.
  • 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: Narellan
Triple: [Macarthur region, majorCentre, Narellan]
Generated description
Narellan is a suburban commercial and residential hub in south-western Sydney, New South Wales, known for its shopping centre and role as a key service centre for the surrounding Macarthur region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Narellan
Target entity description: Narellan is a suburban commercial and residential hub in south-western Sydney, New South Wales, known for its shopping centre and role as a key service centre for the surrounding Macarthur region.
  • A. Blacktown
    Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
  • B. Kurrajong
    Kurrajong is a locality in the Australian Capital Territory known for its rural character and proximity to the Ginninderra region.
  • C. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • D. Caringbah
    Caringbah is a suburb in southern Sydney, New South Wales, known for its residential character, local commercial areas, and proximity to the Cronulla beaches.
  • E. Hurstville
    Hurstville is a major commercial and residential suburb in southern Sydney, New South Wales, known as a key regional centre for shopping and transport.
  • 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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00588f35481909674f161bf0f3918 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef61cf80819096a3cb611f5af9fc completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69feefe8c4ec819085ccab5048c1db28 completed May 9, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_69fef0c5d2608190970e901e3986077c completed May 9, 2026, 8:31 a.m.
Created at: April 10, 2026, 3:05 a.m.