Triple

T16527125
Position Surface form Disambiguated ID Type / Status
Subject The Black Ghosts E401469 entity
Predicate notableWork P4 FINISHED
Object Anyway You Choose to Give It
"Anyway You Choose to Give It" is an electro-pop single by British duo The Black Ghosts, known for its catchy, danceable production and use in various film and TV soundtracks.
 E1218095 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: Anyway You Choose to Give It | Statement: [The Black Ghosts, notableWork, Anyway You Choose to Give It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anyway You Choose to Give It
Context triple: [The Black Ghosts, notableWork, Anyway You Choose to Give It]
  • A. All That You Give
    All That You Give is a downtempo, jazz-influenced track by The Cinematic Orchestra known for its lush instrumentation and soulful vocals.
  • B. Givin’ Yourself Away
    "Givin’ Yourself Away" is a power ballad by the American glam metal band Ratt, featured on their 1990 album "Detonator."
  • C. Give It All
    "Give It All" is a politically charged punk rock song by American band Rise Against, known for its fast tempo, socially conscious lyrics, and prominence in the early 2000s punk revival.
  • D. Happy to Give
    "Happy to Give" is a song featured on Journey's 1986 album "Raised on Radio."
  • E. If We Give You a Chance
    "If We Give You a Chance" is a track by Warren G featured on his debut hip hop album "Regulate... G Funk Era."
  • 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: Anyway You Choose to Give It
Triple: [The Black Ghosts, notableWork, Anyway You Choose to Give It]
Generated description
"Anyway You Choose to Give It" is an electro-pop single by British duo The Black Ghosts, known for its catchy, danceable production and use in various film and TV soundtracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anyway You Choose to Give It
Target entity description: "Anyway You Choose to Give It" is an electro-pop single by British duo The Black Ghosts, known for its catchy, danceable production and use in various film and TV soundtracks.
  • A. All That You Give
    All That You Give is a downtempo, jazz-influenced track by The Cinematic Orchestra known for its lush instrumentation and soulful vocals.
  • B. Givin’ Yourself Away
    "Givin’ Yourself Away" is a power ballad by the American glam metal band Ratt, featured on their 1990 album "Detonator."
  • C. Give It All
    "Give It All" is a politically charged punk rock song by American band Rise Against, known for its fast tempo, socially conscious lyrics, and prominence in the early 2000s punk revival.
  • D. Happy to Give
    "Happy to Give" is a song featured on Journey's 1986 album "Raised on Radio."
  • E. If We Give You a Chance
    "If We Give You a Chance" is a track by Warren G featured on his debut hip hop album "Regulate... G Funk Era."
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed4b8a08190b5f179fc583001a6 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00608d36dc8190a094fa4513147c85 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a0061a6e1e88190a5efe0430db0bd9b completed May 10, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00627908988190803707069872e4c5 completed May 10, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:14 a.m.