Triple

T10439460
Position Surface form Disambiguated ID Type / Status
Subject Golden Gate Quartet E246128 entity
Predicate hasMember P10 FINISHED
Object William Langford
William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
E864983 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: William Langford | Statement: [Golden Gate Quartet, hasMember, William Langford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Langford
Context triple: [Golden Gate Quartet, hasMember, William Langford]
  • A. Robert Livermore
    Robert Livermore was a 19th-century Californian rancher and early settler whose name was later given to the city of Livermore, California.
  • B. Oscar Diggs
    Oscar Diggs is a small-time circus magician and con artist who is swept away to the Land of Oz, where he becomes the legendary Wizard in the film "Oz the Great and Powerful."
  • C. Sam Farrar
    Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
  • D. Ray Steele
    Ray Steele is a fictional character in the "Fifty Shades" series, known as the loving adoptive father of protagonist Anastasia Steele.
  • E. Pelham Humfrey
    Pelham Humfrey was a 17th-century English composer and singer, known for his influential sacred music and as an early master in the Restoration-era Chapel Royal.
  • 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: William Langford
Triple: [Golden Gate Quartet, hasMember, William Langford]
Generated description
William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Langford
Target entity description: William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
  • A. Robert Livermore
    Robert Livermore was a 19th-century Californian rancher and early settler whose name was later given to the city of Livermore, California.
  • B. Oscar Diggs
    Oscar Diggs is a small-time circus magician and con artist who is swept away to the Land of Oz, where he becomes the legendary Wizard in the film "Oz the Great and Powerful."
  • C. Sam Farrar
    Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
  • D. Ray Steele
    Ray Steele is a fictional character in the "Fifty Shades" series, known as the loving adoptive father of protagonist Anastasia Steele.
  • E. Pelham Humfrey
    Pelham Humfrey was a 17th-century English composer and singer, known for his influential sacred music and as an early master in the Restoration-era Chapel Royal.
  • 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_69d381bf3dc08190bf35a2643e4e8f22 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fb9d3a888190bf490b004a16c3ee completed April 7, 2026, 12:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d89fa5b3b081909af7de1745372add completed April 10, 2026, 6:58 a.m.
NEDg Description generation batch_69d8a1656b348190ba932d03402d6a4d completed April 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2b82bb48190899f37a967fef444 completed April 10, 2026, 7:11 a.m.
Created at: April 6, 2026, 12:15 p.m.