Triple

T15349708
Position Surface form Disambiguated ID Type / Status
Subject Love Theory E367017 entity
Predicate hasCallSign P1565 FINISHED
Object “Love Theory”
"Love Theory" is a contemporary gospel song by Kirk Franklin that blends upbeat R&B influences with Christian worship themes.
 E1151927 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 Theory” | Statement: [Love Theory, hasCallSign, “Love Theory”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Love Theory”
Context triple: [Love Theory, hasCallSign, “Love Theory”]
  • A. The Origin of Love
    The Origin of Love is Mika’s third studio album, showcasing a more mature pop sound with electronic influences and introspective, love-centered lyrics.
  • B. "Origin of Love"
    "Origin of Love" is a pop song by British singer-songwriter Mika that blends theatrical melodies with introspective lyrics about love and identity.
  • C. "Love"
    "Love" is a track from Ghostface Killah’s 2004 hip-hop album *The Pretty Toney Album*, known for its soulful production and introspective lyrics.
  • D. “Love Saw It”
    “Love Saw It” is an R&B song best known as a duet by Karyn White and Babyface, recognized for its soulful vocals and romantic theme.
  • E. The Lexicon of Love
    The Lexicon of Love is a critically acclaimed 1982 debut album by English pop band ABC, renowned for its lush orchestral production and sophisticated, romantic new wave sound.
  • 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 Theory”
Triple: [Love Theory, hasCallSign, “Love Theory”]
Generated description
"Love Theory" is a contemporary gospel song by Kirk Franklin that blends upbeat R&B influences with Christian worship themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Love Theory”
Target entity description: "Love Theory" is a contemporary gospel song by Kirk Franklin that blends upbeat R&B influences with Christian worship themes.
  • A. The Origin of Love
    The Origin of Love is Mika’s third studio album, showcasing a more mature pop sound with electronic influences and introspective, love-centered lyrics.
  • B. "Origin of Love"
    "Origin of Love" is a pop song by British singer-songwriter Mika that blends theatrical melodies with introspective lyrics about love and identity.
  • C. "Love"
    "Love" is a track from Ghostface Killah’s 2004 hip-hop album *The Pretty Toney Album*, known for its soulful production and introspective lyrics.
  • D. “Love Saw It”
    “Love Saw It” is an R&B song best known as a duet by Karyn White and Babyface, recognized for its soulful vocals and romantic theme.
  • E. The Lexicon of Love
    The Lexicon of Love is a critically acclaimed 1982 debut album by English pop band ABC, renowned for its lush orchestral production and sophisticated, romantic new wave sound.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e27f8a88190a0f65756e3a1fdfc completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01fb46b48190a030e40ee0163559 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff031869a481909911d251aa9ce3e8 completed May 9, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69ff03c0ebc081908b1a132256e9d004 completed May 9, 2026, 9:52 a.m.
Created at: April 10, 2026, 3:17 a.m.