Triple

T6261667
Position Surface form Disambiguated ID Type / Status
Subject Shakin' Stevens E140313 entity
Predicate notableWork P4 FINISHED
Object A Love Worth Waiting For
"A Love Worth Waiting For" is a romantic pop-rock ballad by Welsh singer Shakin' Stevens, released in 1984 and known as one of his major UK chart hits.
E580686 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: A Love Worth Waiting For | Statement: [Shakin' Stevens, notableWork, A Love Worth Waiting For]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Love Worth Waiting For
Context triple: [Shakin' Stevens, notableWork, A Love Worth Waiting For]
  • A. Love Won’t Wait
    "Love Won’t Wait" is a song featured on the Black Eyed Peas' debut studio album "Behind the Front."
  • B. Willing to Wait
    "Willing to Wait" is a romantic R&B ballad by Rihanna from her debut studio album, *Music of the Sun*.
  • C. A Time for Love
    A Time for Love is a romantic jazz ballad composed by Johnny Mandel that has become a popular standard in the American songbook.
  • D. 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.
  • E. A Time to Love
    A Time to Love is a 2005 studio album by Stevie Wonder that blends soul, R&B, and socially conscious themes, featuring collaborations with artists like India.Arie and Prince.
  • 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: A Love Worth Waiting For
Triple: [Shakin' Stevens, notableWork, A Love Worth Waiting For]
Generated description
"A Love Worth Waiting For" is a romantic pop-rock ballad by Welsh singer Shakin' Stevens, released in 1984 and known as one of his major UK chart hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Love Worth Waiting For
Target entity description: "A Love Worth Waiting For" is a romantic pop-rock ballad by Welsh singer Shakin' Stevens, released in 1984 and known as one of his major UK chart hits.
  • A. Love Won’t Wait
    "Love Won’t Wait" is a song featured on the Black Eyed Peas' debut studio album "Behind the Front."
  • B. Willing to Wait
    "Willing to Wait" is a romantic R&B ballad by Rihanna from her debut studio album, *Music of the Sun*.
  • C. A Time for Love
    A Time for Love is a romantic jazz ballad composed by Johnny Mandel that has become a popular standard in the American songbook.
  • D. Love Will Be Waiting at Home
    "Love Will Be Waiting at Home" is an R&B ballad best known from the soundtrack of the 1997 film "Soul Food," showcasing smooth harmonies and emotive, romantic lyrics.
  • E. 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.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06386a7b48190b032edd12078c5bc completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2444a71b081908b7686034ce7e01b completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c2a5f01b0081908d056633942ef732 completed March 24, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69c4fb839b2481909caa57f34a8837db completed March 26, 2026, 9:25 a.m.
Created at: March 22, 2026, 4:25 p.m.