Triple

T23331011
Position Surface form Disambiguated ID Type / Status
Subject Jimmy Helms E591439 entity
Predicate notableWork P4 FINISHED
Object A Better Love
"A Better Love" is a soul/R&B song by American singer Jimmy Helms, best known as one of his signature recordings.
 E1585618 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 Better Love | Statement: [Jimmy Helms, notableWork, A Better Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Better Love
Context triple: [Jimmy Helms, notableWork, A Better Love]
  • A. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • B. Beautiful Love
    "Beautiful Love" is a classic jazz standard and popular song that has been widely recorded and performed since its introduction in the early 20th century.
  • C. 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."
  • D. The Truth About Love
    The Truth About Love is a 2012 studio album by American singer Pink that blends pop-rock and emotional ballads while exploring themes of love, heartbreak, and self-empowerment.
  • E. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • 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 Better Love
Triple: [Jimmy Helms, notableWork, A Better Love]
Generated description
"A Better Love" is a soul/R&B song by American singer Jimmy Helms, best known as one of his signature recordings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Better Love
Target entity description: "A Better Love" is a soul/R&B song by American singer Jimmy Helms, best known as one of his signature recordings.
  • A. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • B. Beautiful Love
    "Beautiful Love" is a classic jazz standard and popular song that has been widely recorded and performed since its introduction in the early 20th century.
  • C. 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."
  • D. The Truth About Love
    The Truth About Love is a 2012 studio album by American singer Pink that blends pop-rock and emotional ballads while exploring themes of love, heartbreak, and self-empowerment.
  • E. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • 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_69e25d20156c81908c5c53195bd9c738 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197edfbbc81908cb56507cd280737 completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c678321948190adaf006c01c6e785 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72132a608190b44c96de39b7187a completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76bcf3f08190ae28b928b18cd007 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:15 p.m.