Triple

T11141183
Position Surface form Disambiguated ID Type / Status
Subject Bristol sound E263556 entity
Predicate associatedWithLabel P51475 FINISHED
Object Talkin' Loud
Talkin' Loud is a British record label known for championing innovative jazz, soul, and electronic artists, particularly those linked to the Bristol sound and the early 1990s acid jazz movement.
 E907575 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Talkin' Loud | Statement: [Bristol sound, associatedWithLabel, Talkin' Loud]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talkin' Loud
Context triple: [Bristol sound, associatedWithLabel, Talkin' Loud]
  • A. Living Out Loud
    Living Out Loud is a bestselling collection of personal essays by Anna Quindlen that reflects on everyday life, family, and contemporary American culture.
  • B. Living Out Loud
    Living Out Loud is a 1998 romantic dramedy film about a recently divorced woman in New York City who forges an unexpected friendship with an elevator operator as they both search for connection and meaning.
  • C. Let’s Get Loud
    "Let’s Get Loud" is an upbeat Latin pop song by Jennifer Lopez that became one of her signature anthems about empowerment and celebration.
  • D. Loud 'n' Proud
    Loud 'n' Proud is a 1973 hard rock album by the Scottish band Nazareth, known for its heavy sound and energetic performances.
  • E. Still Talking
    Still Talking is a candid, humorous memoir by comedian Joan Rivers that chronicles her personal life, career struggles, and rise in show business.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talkin' Loud
Target entity description: Talkin' Loud is a British record label known for championing innovative jazz, soul, and electronic artists, particularly those linked to the Bristol sound and the early 1990s acid jazz movement.
  • A. Living Out Loud
    Living Out Loud is a bestselling collection of personal essays by Anna Quindlen that reflects on everyday life, family, and contemporary American culture.
  • B. Living Out Loud
    Living Out Loud is a 1998 romantic dramedy film about a recently divorced woman in New York City who forges an unexpected friendship with an elevator operator as they both search for connection and meaning.
  • C. Let’s Get Loud
    "Let’s Get Loud" is an upbeat Latin pop song by Jennifer Lopez that became one of her signature anthems about empowerment and celebration.
  • D. Loud 'n' Proud
    Loud 'n' Proud is a 1973 hard rock album by the Scottish band Nazareth, known for its heavy sound and energetic performances.
  • E. Still Talking
    Still Talking is a candid, humorous memoir by comedian Joan Rivers that chronicles her personal life, career struggles, and rise in show business.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Talkin' Loud
Triple: [Bristol sound, associatedWithLabel, Talkin' Loud]
Generated description
Talkin' Loud is a British record label known for championing innovative jazz, soul, and electronic artists, particularly those linked to the Bristol sound and the early 1990s acid jazz movement.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6aa9c0ba08190bbd19c217489b755 elicitation completed
NER batch_69d7e860ca408190bea461e115f04fd7 ner completed
NED1 batch_69e4420c17788190b72ca616fd5345f8 ned_source_triple completed
NED2 batch_69e451274ce48190a05f1d37f972c36c ned_description completed
NEDg batch_69e44c09dd5c8190bddf3dd109a639ba nedg completed
Created at: April 8, 2026, 9:28 p.m.