Triple

T11265866
Position Surface form Disambiguated ID Type / Status
Subject Fairfax Media E266683 entity
Predicate predecessor P97 FINISHED
Object John Fairfax and Sons
John Fairfax and Sons was a prominent Australian newspaper publishing company that evolved into one of the country’s major media organizations before becoming part of Fairfax Media.
E914981 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 Fairfax and Sons | Statement: [Fairfax Media, predecessor, John Fairfax and Sons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Fairfax and Sons
Context triple: [Fairfax Media, predecessor, John Fairfax and Sons]
  • A. J.W. Foster and Sons
    J.W. Foster and Sons was a pioneering British athletic footwear company founded in the late 19th century, best known as the ancestor of the modern sportswear brand Reebok.
  • B. Charles Connell and Company
    Charles Connell and Company was a prominent Scottish shipbuilding firm known for constructing large iron and steel sailing ships and steamers during the late 19th and early 20th centuries.
  • C. John Graham & Company
    John Graham & Company was a prominent American architectural firm best known for designing Seattle’s iconic Space Needle and numerous commercial buildings in the mid-20th century.
  • D. Hawthorn Leslie and Company
    Hawthorn Leslie and Company was a British shipbuilding and engineering firm known for constructing naval and merchant vessels during the late 19th and early 20th centuries.
  • E. Laird Brothers
    Laird Brothers was a prominent 19th-century British shipbuilding firm that evolved into the major shipyard and engineering company later known as Cammell Laird.
  • 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 Fairfax and Sons
Triple: [Fairfax Media, predecessor, John Fairfax and Sons]
Generated description
John Fairfax and Sons was a prominent Australian newspaper publishing company that evolved into one of the country’s major media organizations before becoming part of Fairfax Media.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Fairfax and Sons
Target entity description: John Fairfax and Sons was a prominent Australian newspaper publishing company that evolved into one of the country’s major media organizations before becoming part of Fairfax Media.
  • A. J.W. Foster and Sons
    J.W. Foster and Sons was a pioneering British athletic footwear company founded in the late 19th century, best known as the ancestor of the modern sportswear brand Reebok.
  • B. Charles Connell and Company
    Charles Connell and Company was a prominent Scottish shipbuilding firm known for constructing large iron and steel sailing ships and steamers during the late 19th and early 20th centuries.
  • C. John Graham & Company
    John Graham & Company was a prominent American architectural firm best known for designing Seattle’s iconic Space Needle and numerous commercial buildings in the mid-20th century.
  • D. Hawthorn Leslie and Company
    Hawthorn Leslie and Company was a British shipbuilding and engineering firm known for constructing naval and merchant vessels during the late 19th and early 20th centuries.
  • E. Laird Brothers
    Laird Brothers was a prominent 19th-century British shipbuilding firm that evolved into the major shipyard and engineering company later known as Cammell Laird.
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e94e5e3c8190a31995d55d20d7ed completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccc7fdc48190a84b8b584f67b464 completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ed6a048190ae7476d44cee6a6e completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddb1b4c8819087699bc73610c7f8 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.