Triple

T14078120
Position Surface form Disambiguated ID Type / Status
Subject Campbelltown E338792 entity
Predicate federalElectorate P1971 FINISHED
Object Macarthur
Macarthur is an Australian federal electoral division in New South Wales that includes the Campbelltown area in Sydney’s south-west.
E1077199 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: Macarthur | Statement: [Campbelltown, federalElectorate, Macarthur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macarthur
Context triple: [Campbelltown, federalElectorate, Macarthur]
  • A. Macarthur
    Macarthur is a residential suburb in Canberra, Australian Capital Territory, known for its family-friendly environment and proximity to nature reserves.
  • B. MacArthur
    MacArthur is a small unincorporated community located in Raleigh County, West Virginia, United States.
  • C. MacArthur
    MacArthur is a Scottish-origin surname notably borne by several prominent American military figures and public personalities.
  • D. Scott MacArthur
    Scott MacArthur is an American actor and writer best known for his comedic roles on television, including a main role on the sitcom "The Mick."
  • E. David Marshall Grant
    David Marshall Grant is an American actor, playwright, and television producer known for his work on series such as "Brothers & Sisters" and "A Million Little Things."
  • 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: Macarthur
Triple: [Campbelltown, federalElectorate, Macarthur]
Generated description
Macarthur is an Australian federal electoral division in New South Wales that includes the Campbelltown area in Sydney’s south-west.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macarthur
Target entity description: Macarthur is an Australian federal electoral division in New South Wales that includes the Campbelltown area in Sydney’s south-west.
  • A. Macarthur
    Macarthur is a residential suburb in Canberra, Australian Capital Territory, known for its family-friendly environment and proximity to nature reserves.
  • B. MacArthur
    MacArthur is a small unincorporated community located in Raleigh County, West Virginia, United States.
  • C. MacArthur
    MacArthur is a Scottish-origin surname notably borne by several prominent American military figures and public personalities.
  • D. Scott MacArthur
    Scott MacArthur is an American actor and writer best known for his comedic roles on television, including a main role on the sitcom "The Mick."
  • E. David Marshall Grant
    David Marshall Grant is an American actor, playwright, and television producer known for his work on series such as "Brothers & Sisters" and "A Million Little Things."
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5e027881908f610f5bab7598d4 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb670f51c819088e8d0137f8d3bb1 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcbef464248190881012d92777557c completed May 7, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_69fcbfbae7608190a8d8cf0fa270df9d completed May 7, 2026, 4:37 p.m.
Created at: April 9, 2026, 10:21 p.m.