Triple

T16677756
Position Surface form Disambiguated ID Type / Status
Subject Taalib Johnson E405256 entity
Predicate notableWork P4 FINISHED
Object Love
"Love" is a neo-soul/R&B album by American singer-songwriter Musiq Soulchild (Taalib Johnson), best known for its hit single of the same name that helped establish his career.
E1226675 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 | Statement: [Taalib Johnson, notableWork, Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love
Context triple: [Taalib Johnson, notableWork, Love]
  • A. Love
    Love is a 2003 novel by Toni Morrison that explores the intertwined lives of several women connected by their relationships to a charismatic, deceased hotel owner.
  • B. Love
    "Love" is an essay by Ralph Waldo Emerson that explores the nature, spiritual significance, and transformative power of romantic affection and human connection.
  • C. Love
    "Love" is a minimalist, introspective song by John Lennon from his 1970 solo album "John Lennon/Plastic Ono Band," known for its sparse arrangement and tender meditation on the nature of love.
  • D. Love
    Love is a 2009 cover album by R&B group Boyz II Men featuring their renditions of classic love songs.
  • E. Love
    Love is a complex and multifaceted human emotion characterized by deep affection, attachment, and care for others.
  • 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
Triple: [Taalib Johnson, notableWork, Love]
Generated description
"Love" is a neo-soul/R&B album by American singer-songwriter Musiq Soulchild (Taalib Johnson), best known for its hit single of the same name that helped establish his career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love
Target entity description: "Love" is a neo-soul/R&B album by American singer-songwriter Musiq Soulchild (Taalib Johnson), best known for its hit single of the same name that helped establish his career.
  • A. Love
    "Love" is a smooth, neo-soul R&B song by Musiq Soulchild that became one of his signature hits in the early 2000s.
  • B. Love
    "Love" is a soulful pop song by American singer-songwriter Matt Morris, showcasing his emotive vocals and introspective songwriting.
  • C. Love
    "Love" is a gospel/R&B song featured on Kirk Franklin's album *The Nu Nation Project*, known for its uplifting message and contemporary gospel sound.
  • D. Love
    Love is a 2018 pop album by American singer Aaron Carter that marked his comeback with a more mature, electronic-influenced sound.
  • E. Love
    "Love" is a minimalist, introspective song by John Lennon from his 1970 solo album "John Lennon/Plastic Ono Band," known for its sparse arrangement and tender meditation on the nature of love.
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37d6c805c81909fbe4fcb20eedbe1 completed April 18, 2026, 12:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a3692588190a94d349cb63d9749 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008ad12b4881908a1699383846e383 completed May 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_6a008b6fa9dc8190999a5a20eaba931d completed May 10, 2026, 1:43 p.m.
Created at: April 10, 2026, 5:19 a.m.