Triple

T15105572
Position Surface form Disambiguated ID Type / Status
Subject Macarthur region E360779 entity
Predicate namedAfter P63 FINISHED
Object John Macarthur
John Macarthur was an early Australian colonial entrepreneur and pastoralist widely regarded as a key founder of the Australian wool industry.
E1138841 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: John Macarthur | Statement: [Macarthur region, namedAfter, John Macarthur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Macarthur
Context triple: [Macarthur region, namedAfter, John Macarthur]
  • A. Thomas Barton
    Thomas Barton is a technology entrepreneur best known as the founder of Rackable Systems, a company specializing in high-density server and data center solutions.
  • B. John Septimus Roe
    John Septimus Roe was a British-born explorer and the first Surveyor-General of Western Australia, noted for his extensive mapping and exploration of the region in the 19th century.
  • C. Gregory Blaxland
    Gregory Blaxland was an English-born Australian explorer, farmer, and politician best known for leading the first successful European crossing of the Blue Mountains in New South Wales.
  • D. General John Macarthur
    General John Macarthur is a retired military officer and one of the ten guests mysteriously invited to the isolated island in Agatha Christie’s murder mystery novel "And Then There Were None."
  • E. Sir Thomas Mitchell
    Sir Thomas Mitchell was a 19th-century Scottish-born explorer and Surveyor General of New South Wales, renowned for his extensive mapping and exploration of inland Australia.
  • 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: John Macarthur
Triple: [Macarthur region, namedAfter, John Macarthur]
Generated description
John Macarthur was an early Australian colonial entrepreneur and pastoralist widely regarded as a key founder of the Australian wool industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Macarthur
Target entity description: John Macarthur was an early Australian colonial entrepreneur and pastoralist widely regarded as a key founder of the Australian wool industry.
  • A. Thomas Barton
    Thomas Barton is a technology entrepreneur best known as the founder of Rackable Systems, a company specializing in high-density server and data center solutions.
  • B. John Septimus Roe
    John Septimus Roe was a British-born explorer and the first Surveyor-General of Western Australia, noted for his extensive mapping and exploration of the region in the 19th century.
  • C. Gregory Blaxland
    Gregory Blaxland was an English-born Australian explorer, farmer, and politician best known for leading the first successful European crossing of the Blue Mountains in New South Wales.
  • D. General John Macarthur
    General John Macarthur is a retired military officer and one of the ten guests mysteriously invited to the isolated island in Agatha Christie’s murder mystery novel "And Then There Were None."
  • E. Sir Thomas Mitchell
    Sir Thomas Mitchell was a 19th-century Scottish-born explorer and Surveyor General of New South Wales, renowned for his extensive mapping and exploration of inland Australia.
  • 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_69feb7e6fc7c8190b517a7daa567d67c completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb9f7b6d88190886fd65ce736ed1b completed May 9, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69febaa20ffc819090dd4b113d8513d7 completed May 9, 2026, 4:40 a.m.
Created at: April 10, 2026, 3:05 a.m.