Triple

T18959224
Position Surface form Disambiguated ID Type / Status
Subject Memories Are Made of This E463864 entity
Predicate hasBSide P15273 FINISHED
Object Change of Heart
"Change of Heart" is a song best known as the B-side to Dean Martin's hit single "Memories Are Made of This."
E1350466 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: Change of Heart | Statement: [Memories Are Made of This, hasBSide, Change of Heart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Change of Heart
Context triple: [Memories Are Made of This, hasBSide, Change of Heart]
  • A. Change of Heart
    "Change of Heart" is a 1983 rock song by Tom Petty and the Heartbreakers, released as a single from their album "Long After Dark."
  • B. Change of Heart
    "Change of Heart" is a 1986 pop song by Cyndi Lauper, known for its upbeat dance-rock sound and chart success as a single from her album "True Colors."
  • C. Change of Heart
    "Change of Heart" is a country song by the American duo The Judds, known for its heartfelt lyrics and harmonies that helped establish their early success.
  • D. Change of Heart
    Change of Heart is a bestselling contemporary novel by Jodi Picoult that explores themes of faith, justice, and redemption through the intertwined lives of a death row inmate and the family he devastated.
  • E. A Change of Heart
    A Change of Heart is a film featuring actress Dawn Olivieri in a significant role.
  • 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: Change of Heart
Triple: [Memories Are Made of This, hasBSide, Change of Heart]
Generated description
"Change of Heart" is a song best known as the B-side to Dean Martin's hit single "Memories Are Made of This."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Change of Heart
Target entity description: "Change of Heart" is a song best known as the B-side to Dean Martin's hit single "Memories Are Made of This."
  • A. Change of Heart
    "Change of Heart" is a 1983 rock song by Tom Petty and the Heartbreakers, released as a single from their album "Long After Dark."
  • B. Change of Heart
    "Change of Heart" is a 1986 pop song by Cyndi Lauper, known for its upbeat dance-rock sound and chart success as a single from her album "True Colors."
  • C. Change of Heart
    Change of Heart is a bestselling contemporary novel by Jodi Picoult that explores themes of faith, justice, and redemption through the intertwined lives of a death row inmate and the family he devastated.
  • D. Change of Heart
    "Change of Heart" is a country song by the American duo The Judds, known for its heartfelt lyrics and harmonies that helped establish their early success.
  • E. A Change of Heart
    A Change of Heart is a film featuring actress Dawn Olivieri in a significant role.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d5d057a48190b82b5788b3281e28 completed April 20, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fd732f8819087374b0157bb693e completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a162a4ec81908bcdccd46e19035e completed May 14, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a05a1f3b8908190b8295a25fff9daba completed May 14, 2026, 10:20 a.m.
Created at: April 10, 2026, noon