Triple

T6416766
Position Surface form Disambiguated ID Type / Status
Subject Hugh Martin E127847 entity
Predicate memberOf P10 FINISHED
Object The Martins (vocal quartet)
The Martins are a Southern gospel vocal trio of siblings known for their tight family harmonies and performances in the Gaither Homecoming series.
E591713 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 Martins (vocal quartet) | Statement: [Hugh Martin, memberOf, The Martins (vocal quartet)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Martins (vocal quartet)
Context triple: [Hugh Martin, memberOf, The Martins (vocal quartet)]
  • A. The Mills Brothers
    The Mills Brothers were an influential American jazz and pop vocal quartet known for their close harmonies and innovative vocal imitations of instruments, achieving widespread popularity from the 1930s onward.
  • B. Crosby Brothers vocal group
    Crosby Brothers was a mid-20th-century American vocal group formed by several of Bing Crosby’s sons, known for their close-harmony pop performances.
  • C. The Limeliters
    The Limeliters were a popular American folk music group formed in the late 1950s, known for their polished harmonies, witty stage presence, and influential role in the folk revival era.
  • D. The Fairfield Four
    The Fairfield Four is a legendary American gospel group known for its rich a cappella harmonies and influential role in traditional African-American spiritual music since the early 20th century.
  • E. The Statesmen Quartet
    The Statesmen Quartet was a pioneering and highly influential Southern gospel vocal group known for its dynamic performances, close harmonies, and major impact on the development of modern gospel music.
  • 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 Martins (vocal quartet)
Triple: [Hugh Martin, memberOf, The Martins (vocal quartet)]
Generated description
The Martins are a Southern gospel vocal trio of siblings known for their tight family harmonies and performances in the Gaither Homecoming series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Martins (vocal quartet)
Target entity description: The Martins are a Southern gospel vocal trio of siblings known for their tight family harmonies and performances in the Gaither Homecoming series.
  • A. The Mills Brothers
    The Mills Brothers were an influential American jazz and pop vocal quartet known for their close harmonies and innovative vocal imitations of instruments, achieving widespread popularity from the 1930s onward.
  • B. Crosby Brothers vocal group
    Crosby Brothers was a mid-20th-century American vocal group formed by several of Bing Crosby’s sons, known for their close-harmony pop performances.
  • C. The Limeliters
    The Limeliters were a popular American folk music group formed in the late 1950s, known for their polished harmonies, witty stage presence, and influential role in the folk revival era.
  • D. The Fairfield Four
    The Fairfield Four is a legendary American gospel group known for its rich a cappella harmonies and influential role in traditional African-American spiritual music since the early 20th century.
  • E. The Statesmen Quartet
    The Statesmen Quartet was a pioneering and highly influential Southern gospel vocal group known for its dynamic performances, close harmonies, and major impact on the development of modern gospel music.
  • 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_69c0083815208190a9b299b8e0640218 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068ea06b08190901e0c0a18fd5170 completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640ce3f9481908fa96fb5b2bc8db9 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6415095488190ae506fb8ec95d4c6 completed March 27, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69c641b5ac988190bde502b6637736fe completed March 27, 2026, 8:37 a.m.
Created at: March 22, 2026, 4:42 p.m.