Triple

T9164315
Position Surface form Disambiguated ID Type / Status
Subject Chris Lowe E219908 entity
Predicate notableWork P4 FINISHED
Object Pet Shop Boys – What Have I Done to Deserve This?
"What Have I Done to Deserve This?" is a 1987 synth-pop duet by Pet Shop Boys and Dusty Springfield, known for its dramatic lyrics about a failing relationship and its major international chart success.
E782462 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: Pet Shop Boys – What Have I Done to Deserve This? | Statement: [Chris Lowe, notableWork, Pet Shop Boys – What Have I Done to Deserve This?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pet Shop Boys – What Have I Done to Deserve This?
Context triple: [Chris Lowe, notableWork, Pet Shop Boys – What Have I Done to Deserve This?]
  • A. Wham!
    Wham! was a British pop duo of the 1980s known for their upbeat, catchy hits and for launching George Michael to international stardom.
  • B. Take That & Party
    Take That & Party is the 1992 debut studio album by British boy band Take That, featuring a mix of pop and dance tracks that launched their mainstream success.
  • C. What Have You Done for Me Lately
    "What Have You Done for Me Lately" is a 1986 hit R&B/pop single by Janet Jackson that helped establish her as a major pop star and showcased her assertive, independent image.
  • D. Rumour Has It
    "Rumour Has It" is a soulful, retro-inspired pop song by Adele, co-written and produced by Ryan Tedder, known for its driving rhythm and powerful vocals.
  • E. Look What You’ve Done to Me
    "Look What You’ve Done to Me" is a song that served as the B-side to the Commodores’ hit single "Three Times a Lady."
  • 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: Pet Shop Boys – What Have I Done to Deserve This?
Triple: [Chris Lowe, notableWork, Pet Shop Boys – What Have I Done to Deserve This?]
Generated description
"What Have I Done to Deserve This?" is a 1987 synth-pop duet by Pet Shop Boys and Dusty Springfield, known for its dramatic lyrics about a failing relationship and its major international chart success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pet Shop Boys – What Have I Done to Deserve This?
Target entity description: "What Have I Done to Deserve This?" is a 1987 synth-pop duet by Pet Shop Boys and Dusty Springfield, known for its dramatic lyrics about a failing relationship and its major international chart success.
  • A. Wham!
    Wham! was a British pop duo of the 1980s known for their upbeat, catchy hits and for launching George Michael to international stardom.
  • B. Take That & Party
    Take That & Party is the 1992 debut studio album by British boy band Take That, featuring a mix of pop and dance tracks that launched their mainstream success.
  • C. What Have You Done for Me Lately
    "What Have You Done for Me Lately" is a 1986 hit R&B/pop single by Janet Jackson that helped establish her as a major pop star and showcased her assertive, independent image.
  • D. Rumour Has It
    "Rumour Has It" is a soulful, retro-inspired pop song by Adele, co-written and produced by Ryan Tedder, known for its driving rhythm and powerful vocals.
  • E. Look What You’ve Done to Me
    "Look What You’ve Done to Me" is a song that served as the B-side to the Commodores’ hit single "Three Times a Lady."
  • 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_69ca83e3633c81908688a9fa2306ba99 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaa2ee64c8190a9a5abafe5d0b086 completed April 1, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05484c2688190a5c64b5b54bedbb5 completed April 4, 2026, midnight
NEDg Description generation batch_69d0572b4d748190af34f7157aa4d7cd completed April 4, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69d057901d148190b663b36cc1dc3862 completed April 4, 2026, 12:13 a.m.
Created at: March 30, 2026, 7:21 p.m.