Triple

T9097362
Position Surface form Disambiguated ID Type / Status
Subject The Mills Brothers E218060 entity
Predicate hasMember P10 FINISHED
Object Herbert Mills
Herbert Mills was an American singer best known as a member of the pioneering vocal group The Mills Brothers, celebrated for their close harmonies and jazz-influenced pop music.
E777999 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: Herbert Mills | Statement: [The Mills Brothers, hasMember, Herbert Mills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Mills
Context triple: [The Mills Brothers, hasMember, Herbert Mills]
  • A. L. T. Hobhouse
    L. T. Hobhouse was a British liberal political theorist and sociologist whose writings helped shape modern social liberalism and the intellectual foundations of New Liberalism.
  • B. Graham Wallas
    Graham Wallas was a British socialist, political scientist, and educationalist known for co-founding the London School of Economics and for his influential work on democratic theory and the psychology of politics.
  • C. Harold Laski
    Harold Laski was a prominent British political theorist and leading member of the Labour Party, known for his influential work on socialism, pluralism, and democratic governance.
  • D. John Elliott Cairnes
    John Elliott Cairnes was a 19th-century Irish economist known for his influential work in classical political economy and his critical analyses of economic doctrines such as the wage-fund theory and laissez-faire principles.
  • E. George Whaples
    George Whaples was a mathematician known for his work in algebra and number theory, and for being a doctoral student of Emil Artin.
  • 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: Herbert Mills
Triple: [The Mills Brothers, hasMember, Herbert Mills]
Generated description
Herbert Mills was an American singer best known as a member of the pioneering vocal group The Mills Brothers, celebrated for their close harmonies and jazz-influenced pop music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Mills
Target entity description: Herbert Mills was an American singer best known as a member of the pioneering vocal group The Mills Brothers, celebrated for their close harmonies and jazz-influenced pop music.
  • A. L. T. Hobhouse
    L. T. Hobhouse was a British liberal political theorist and sociologist whose writings helped shape modern social liberalism and the intellectual foundations of New Liberalism.
  • B. Graham Wallas
    Graham Wallas was a British socialist, political scientist, and educationalist known for co-founding the London School of Economics and for his influential work on democratic theory and the psychology of politics.
  • C. Harold Laski
    Harold Laski was a prominent British political theorist and leading member of the Labour Party, known for his influential work on socialism, pluralism, and democratic governance.
  • D. John Elliott Cairnes
    John Elliott Cairnes was a 19th-century Irish economist known for his influential work in classical political economy and his critical analyses of economic doctrines such as the wage-fund theory and laissez-faire principles.
  • E. George Whaples
    George Whaples was a mathematician known for his work in algebra and number theory, and for being a doctoral student of Emil Artin.
  • 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_69ca83d9844081908e561e367fda6d45 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc96b7d0d48190a3b15f35bef087e3 completed April 1, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0181a9ae88190ab80d4e80e919f42 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d019666cb08190b66298ff86a7e1af completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d01a700ce48190868d445bde2462dc completed April 3, 2026, 7:52 p.m.
Created at: March 30, 2026, 7:15 p.m.