Triple

T4338441
Position Surface form Disambiguated ID Type / Status
Subject Tyrese Gibson E97519 entity
Predicate notableWork P4 FINISHED
Object Signs of Love Makin'
"Signs of Love Makin'" is an R&B slow jam by Tyrese Gibson, known for its sensual lyrics and smooth, romantic production.
 E431388 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: Signs of Love Makin' | Statement: [Tyrese Gibson, notableWork, Signs of Love Makin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Signs of Love Makin'
Context triple: [Tyrese Gibson, notableWork, Signs of Love Makin']
  • A. Nothin’ But Love
    "Nothin’ But Love" is a song by Whitney Houston from her 2009 studio album "I Look to You."
  • B. Made to Love
    "Made to Love" is a soulful, genre-blending song by John Legend that showcases his emotive vocals and modern R&B production.
  • C. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • D. Moments in Love
    "Moments in Love" is a seminal, atmospheric electronic instrumental track by Art of Noise, renowned for its minimalist, romantic sound and extensive use in film, television, and sampling.
  • E. Falling in Love with Love
    "Falling in Love with Love" is a popular show tune by composer Richard Rodgers and lyricist Lorenz Hart, introduced in the 1938 musical "The Boys from Syracuse."
  • 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: Signs of Love Makin'
Triple: [Tyrese Gibson, notableWork, Signs of Love Makin']
Generated description
"Signs of Love Makin'" is an R&B slow jam by Tyrese Gibson, known for its sensual lyrics and smooth, romantic production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Signs of Love Makin'
Target entity description: "Signs of Love Makin'" is an R&B slow jam by Tyrese Gibson, known for its sensual lyrics and smooth, romantic production.
  • A. Nothin’ But Love
    "Nothin’ But Love" is a song by Whitney Houston from her 2009 studio album "I Look to You."
  • B. Made to Love
    "Made to Love" is a soulful, genre-blending song by John Legend that showcases his emotive vocals and modern R&B production.
  • C. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • D. Moments in Love
    "Moments in Love" is a seminal, atmospheric electronic instrumental track by Art of Noise, renowned for its minimalist, romantic sound and extensive use in film, television, and sampling.
  • E. Falling in Love with Love
    "Falling in Love with Love" is a popular show tune by composer Richard Rodgers and lyricist Lorenz Hart, introduced in the 1938 musical "The Boys from Syracuse."
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516dffb48190878f81ffe71a5e82 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0af82888190bed294bdec942f4a completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d29d8a4881908f1612dddc8e878c completed March 14, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5d336850081908f411db1023e3598 completed March 14, 2026, 9:29 p.m.
Created at: March 12, 2026, 11:14 p.m.