Triple

T7218362
Position Surface form Disambiguated ID Type / Status
Subject The Fabulous Thunderbirds E150192 entity
Predicate notableWork P4 FINISHED
Object Tuff Enuff
Tuff Enuff is a 1986 blues-rock hit song by The Fabulous Thunderbirds that became their best-known single and a staple of 1980s rock radio.
E649618 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: Tuff Enuff | Statement: [The Fabulous Thunderbirds, notableWork, Tuff Enuff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuff Enuff
Context triple: [The Fabulous Thunderbirds, notableWork, Tuff Enuff]
  • A. R U Tuff Enuff
    R U Tuff Enuff is a late-1980s R&B album by American singer Rebbie Jackson that blends contemporary dance-pop with her soulful vocal style.
  • B. Tougher Than Leather
    Tougher Than Leather is Run-D.M.C.’s 1988 hip hop album that followed their breakthrough success, blending harder-edged production with their signature rap-rock style.
  • C. Tougher Than the Rest
    "Tougher Than the Rest" is a Bruce Springsteen song, known as a gritty, mid-tempo ballad of resilience and devotion from his 1987 album "Tunnel of Love."
  • D. Let 'Em In
    "Let 'Em In" is a 1976 soft rock song by Paul McCartney and Wings, known for its laid-back groove, prominent use of bells, and lyrics that name-check various friends and family members.
  • E. I’m the Toughest
    "I’m the Toughest" is a reggae track by Peter Tosh from his 1978 album *Bush Doctor*, showcasing his defiant, politically charged lyrical style.
  • 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: Tuff Enuff
Triple: [The Fabulous Thunderbirds, notableWork, Tuff Enuff]
Generated description
Tuff Enuff is a 1986 blues-rock hit song by The Fabulous Thunderbirds that became their best-known single and a staple of 1980s rock radio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuff Enuff
Target entity description: Tuff Enuff is a 1986 blues-rock hit song by The Fabulous Thunderbirds that became their best-known single and a staple of 1980s rock radio.
  • A. R U Tuff Enuff
    R U Tuff Enuff is a late-1980s R&B album by American singer Rebbie Jackson that blends contemporary dance-pop with her soulful vocal style.
  • B. Tougher Than Leather
    Tougher Than Leather is Run-D.M.C.’s 1988 hip hop album that followed their breakthrough success, blending harder-edged production with their signature rap-rock style.
  • C. Tougher Than the Rest
    "Tougher Than the Rest" is a Bruce Springsteen song, known as a gritty, mid-tempo ballad of resilience and devotion from his 1987 album "Tunnel of Love."
  • D. Let 'Em In
    "Let 'Em In" is a 1976 soft rock song by Paul McCartney and Wings, known for its laid-back groove, prominent use of bells, and lyrics that name-check various friends and family members.
  • E. I’m the Toughest
    "I’m the Toughest" is a reggae track by Peter Tosh from his 1978 album *Bush Doctor*, showcasing his defiant, politically charged lyrical style.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b045c48190b27b2d6f7c11026f completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc014fb88190818e12b7abe90c0a completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7ccf3cd4c8190babc9e0e6b9f4371 completed March 28, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd5cedd88190b72df89b068c4483 completed March 28, 2026, 12:45 p.m.
Created at: March 27, 2026, 2:53 p.m.