Triple

T19790219
Position Surface form Disambiguated ID Type / Status
Subject Modern Talking E475389 entity
Predicate album P1995 FINISHED
Object Back for Good — NE NERFINISHED

How this triple was built (3 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: Back for Good | Statement: [Modern Talking, album, Back for Good]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Back for Good
Context triple: [Modern Talking, album, Back for Good]
  • A. Back for Good
    "Back for Good" is a 1995 pop ballad by British boy band Take That that became one of their biggest international hits and signature songs.
  • B. Back for More
    "Back for More" is a hard rock song by the American glam metal band Ratt, featured on their 1984 album "Out of the Cellar" and known as one of their signature tracks from the 1980s.
  • C. Back for Everything
    Back for Everything is a 2022 studio album by American rapper Kodak Black that showcases his melodic trap style and introspective storytelling.
  • D. Good to Be Back
    Good to Be Back is a 1989 pop album by American singer Natalie Cole that marked her successful return to the music charts.
  • E. Here for a Good Time
    "Here for a Good Time" is a country song and album by George Strait that reflects his signature traditional style and became one of his later-career hits.
  • 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: Back for Good
Target entity description: Back for Good is a 1998 comeback compilation album by German pop duo Modern Talking, featuring re-recorded versions of their classic hits alongside new material.
  • A. Back for Good
    "Back for Good" is a 1995 pop ballad by British boy band Take That that became one of their biggest international hits and signature songs.
  • B. Back for More
    "Back for More" is a hard rock song by the American glam metal band Ratt, featured on their 1984 album "Out of the Cellar" and known as one of their signature tracks from the 1980s.
  • C. Back for Everything
    Back for Everything is a 2022 studio album by American rapper Kodak Black that showcases his melodic trap style and introspective storytelling.
  • D. Good to Be Back
    Good to Be Back is a 1989 pop album by American singer Natalie Cole that marked her successful return to the music charts.
  • E. Here for a Good Time
    "Here for a Good Time" is a country song and album by George Strait that reflects his signature traditional style and became one of his later-career hits.
  • F. None of above. chosen

Provenance (2 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6538ae5108190b80eb7de6f445f02 completed April 20, 2026, 4:25 p.m.
Created at: April 10, 2026, 1:49 p.m.