Triple

T7305330
Position Surface form Disambiguated ID Type / Status
Subject The Human League E167959 entity
Predicate notableWork P4 FINISHED
Object Love Action (I Believe in Love)
"Love Action (I Believe in Love)" is a 1981 synth-pop single by British band The Human League, known for its catchy electronic sound and role in establishing the group's mainstream success.
E655394 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: Love Action (I Believe in Love) | Statement: [The Human League, notableWork, Love Action (I Believe in Love)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love Action (I Believe in Love)
Context triple: [The Human League, notableWork, Love Action (I Believe in Love)]
  • A. Only Love
    "Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
  • B. The Power of Love
    "The Power of Love" is a 1985 pop rock song by Huey Lewis and the News, best known as the energetic theme from the film *Back to the Future*.
  • C. The Power of Love
    "The Power of Love" is a 1984 synth-pop ballad by British band Frankie Goes to Hollywood, known for its lush production and enduring status as a classic love song often associated with the Christmas season.
  • D. The Power of Love
    The Power of Love is a faith-centered book by Episcopal Bishop Michael Bruce Curry that explores how Christ-like love can transform individuals and society.
  • E. Remember Love
    "Remember Love" is a gentle, minimalist song by Yoko Ono, known as the companion piece to John Lennon's "Give Peace a Chance" and reflecting their peace-focused artistic collaboration.
  • 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: Love Action (I Believe in Love)
Triple: [The Human League, notableWork, Love Action (I Believe in Love)]
Generated description
"Love Action (I Believe in Love)" is a 1981 synth-pop single by British band The Human League, known for its catchy electronic sound and role in establishing the group's mainstream success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love Action (I Believe in Love)
Target entity description: "Love Action (I Believe in Love)" is a 1981 synth-pop single by British band The Human League, known for its catchy electronic sound and role in establishing the group's mainstream success.
  • A. Only Love
    "Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
  • B. The Power of Love
    The Power of Love is a faith-centered book by Episcopal Bishop Michael Bruce Curry that explores how Christ-like love can transform individuals and society.
  • C. The Power of Love
    "The Power of Love" is a 1985 pop rock song by Huey Lewis and the News, best known as the energetic theme from the film *Back to the Future*.
  • D. The Power of Love
    "The Power of Love" is a 1984 synth-pop ballad by British band Frankie Goes to Hollywood, known for its lush production and enduring status as a classic love song often associated with the Christmas season.
  • E. Remember Love
    "Remember Love" is a gentle, minimalist song by Yoko Ono, known as the companion piece to John Lennon's "Give Peace a Chance" and reflecting their peace-focused artistic collaboration.
  • 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_69c6888c820881909fc68f689fe1c251 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebd61c0c8190abb1368c9dfb1550 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e5603a288190a19d426905781cae completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e5ef420081908026576aaba34b11 completed March 28, 2026, 2:30 p.m.
NED2 Entity disambiguation (via description) batch_69c7e67d64748190a4b5765a06413fd6 completed March 28, 2026, 2:32 p.m.
Created at: March 27, 2026, 3:01 p.m.