Triple

T5398771
Position Surface form Disambiguated ID Type / Status
Subject Cry Freedom E120722 entity
Predicate basedOn P98 FINISHED
Object Asking for Trouble
"Asking for Trouble" is a non-fiction book by South African journalist Donald Woods recounting his friendship with anti-apartheid activist Steve Biko and his own persecution under the apartheid regime.
 E517135 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: Asking for Trouble | Statement: [Cry Freedom, basedOn, Asking for Trouble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Asking for Trouble
Context triple: [Cry Freedom, basedOn, Asking for Trouble]
  • A. Ain't That Asking for Trouble
    "Ain't That Asking for Trouble" is a song featured on Stevie Wonder’s 1966 Motown album "Up-Tight."
  • B. There’s Your Trouble
    "There’s Your Trouble" is a hit country song by the Dixie Chicks that helped establish the group’s mainstream success in the late 1990s.
  • C. Trouble
    Trouble is the 1978 debut studio album by British hard rock band Whitesnake, showcasing their early blues-rock sound and establishing them on the rock scene.
  • D. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • E. Some Kind of Trouble
    Some Kind of Trouble is a pop-rock studio album by British singer-songwriter James Blunt, known for its upbeat, radio-friendly sound and melodic hooks.
  • 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: Asking for Trouble
Triple: [Cry Freedom, basedOn, Asking for Trouble]
Generated description
"Asking for Trouble" is a non-fiction book by South African journalist Donald Woods recounting his friendship with anti-apartheid activist Steve Biko and his own persecution under the apartheid regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Asking for Trouble
Target entity description: "Asking for Trouble" is a non-fiction book by South African journalist Donald Woods recounting his friendship with anti-apartheid activist Steve Biko and his own persecution under the apartheid regime.
  • A. Ain't That Asking for Trouble
    "Ain't That Asking for Trouble" is a song featured on Stevie Wonder’s 1966 Motown album "Up-Tight."
  • B. There’s Your Trouble
    "There’s Your Trouble" is a hit country song by the Dixie Chicks that helped establish the group’s mainstream success in the late 1990s.
  • C. Trouble
    Trouble is the 1978 debut studio album by British hard rock band Whitesnake, showcasing their early blues-rock sound and establishing them on the rock scene.
  • D. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • E. Some Kind of Trouble
    Some Kind of Trouble is a pop-rock studio album by British singer-songwriter James Blunt, known for its upbeat, radio-friendly sound and melodic hooks.
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87499ec4819086f8292625b56f96 completed March 20, 2026, 5:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf337f08088190a3678de0932b8310 completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf353ad5f88190964cb52320372133 completed March 22, 2026, 12:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf3594f98481909a7671b7dfb2b9e7 completed March 22, 2026, 12:19 a.m.
Created at: March 20, 2026, 2:04 p.m.