Triple

T13517913
Position Surface form Disambiguated ID Type / Status
Subject Markus Zusak E322815 entity
Predicate notableWork P4 FINISHED
Object The Wolfe Brothers
The Wolfe Brothers is a young adult novel series by Australian author Markus Zusak that follows the coming-of-age struggles of three brothers dealing with family, identity, and hardship.
E1044910 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: The Wolfe Brothers | Statement: [Markus Zusak, notableWork, The Wolfe Brothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Wolfe Brothers
Context triple: [Markus Zusak, notableWork, The Wolfe Brothers]
  • A. Williams Brothers
    Williams Brothers was a popular American vocal quartet best known for its close-harmony performances and for launching the early career of singer Andy Williams.
  • B. Burrell Brothers
    Burrell Brothers is a music production and recording duo best known for their influential work in early house and electronic music, particularly through releases on the Nu Groove label.
  • C. Picard Brothers
    Picard Brothers are a French electronic music producer and DJ duo known for crafting polished, dance-oriented pop and club tracks for major international artists.
  • D. The Blackwood Brothers
    The Blackwood Brothers are a pioneering and influential Southern gospel quartet known for their close harmonies, long-running career, and major impact on Christian music.
  • E. Tinsley Brothers
    Tinsley Brothers was a 19th-century London publishing firm known for issuing popular Victorian novels and sensation fiction.
  • 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: The Wolfe Brothers
Triple: [Markus Zusak, notableWork, The Wolfe Brothers]
Generated description
The Wolfe Brothers is a young adult novel series by Australian author Markus Zusak that follows the coming-of-age struggles of three brothers dealing with family, identity, and hardship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Wolfe Brothers
Target entity description: The Wolfe Brothers is a young adult novel series by Australian author Markus Zusak that follows the coming-of-age struggles of three brothers dealing with family, identity, and hardship.
  • A. Williams Brothers
    Williams Brothers was a popular American vocal quartet best known for its close-harmony performances and for launching the early career of singer Andy Williams.
  • B. Burrell Brothers
    Burrell Brothers is a music production and recording duo best known for their influential work in early house and electronic music, particularly through releases on the Nu Groove label.
  • C. Picard Brothers
    Picard Brothers are a French electronic music producer and DJ duo known for crafting polished, dance-oriented pop and club tracks for major international artists.
  • D. The Blackwood Brothers
    The Blackwood Brothers are a pioneering and influential Southern gospel quartet known for their close harmonies, long-running career, and major impact on Christian music.
  • E. Tinsley Brothers
    Tinsley Brothers was a 19th-century London publishing firm known for issuing popular Victorian novels and sensation fiction.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafa27f048190bed33a98e28c8d09 completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75496496c819093a9e763d293bcf7 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75619ab7081909ca0c113d9ea349e completed May 3, 2026, 2:05 p.m.
NED2 Entity disambiguation (via description) batch_69f7569429348190b6b1b901d5481921 completed May 3, 2026, 2:07 p.m.
Created at: April 9, 2026, 9:44 p.m.