Triple

T3194178
Position Surface form Disambiguated ID Type / Status
Subject Will Packer E66895 entity
Predicate notableWork P4 FINISHED
Object Ready to Love
Ready to Love is a reality dating series that follows successful Black singles navigating romance and relationships, produced by filmmaker and TV producer Will Packer.
E336973 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: Ready to Love | Statement: [Will Packer, notableWork, Ready to Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ready to Love
Context triple: [Will Packer, notableWork, Ready to Love]
  • A. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • B. This Love
    "This Love" is a 2004 pop-rock hit by Maroon 5, known for its catchy piano-driven melody, soulful vocals, and breakthrough success from their debut album "Songs About Jane."
  • C. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • D. More Love
    "More Love" is a 1980 soft rock song by American singer Kim Carnes that became one of her early charting hits before her breakthrough with "Bette Davis Eyes."
  • E. True Love
    "True Love" is a vibrant Afro-pop song by Nigerian singer Yemi Alade that celebrates joyful, affirming romantic love.
  • 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: Ready to Love
Triple: [Will Packer, notableWork, Ready to Love]
Generated description
Ready to Love is a reality dating series that follows successful Black singles navigating romance and relationships, produced by filmmaker and TV producer Will Packer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ready to Love
Target entity description: Ready to Love is a reality dating series that follows successful Black singles navigating romance and relationships, produced by filmmaker and TV producer Will Packer.
  • A. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • B. This Love
    "This Love" is a 2004 pop-rock hit by Maroon 5, known for its catchy piano-driven melody, soulful vocals, and breakthrough success from their debut album "Songs About Jane."
  • C. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • D. More Love
    "More Love" is a 1980 soft rock song by American singer Kim Carnes that became one of her early charting hits before her breakthrough with "Bette Davis Eyes."
  • E. True Love
    "True Love" is a vibrant Afro-pop song by Nigerian singer Yemi Alade that celebrates joyful, affirming romantic 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada714dbcc8190a7ad21b3c957f151 completed March 8, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b262181a4c8190b31bbb6bd7bef436 completed March 12, 2026, 6:50 a.m.
NEDg Description generation batch_69b2638b3b2881909563356ea8a9611c completed March 12, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69b264fb42e4819084c289235f33b654 completed March 12, 2026, 7:02 a.m.
Created at: March 8, 2026, 3:07 p.m.