Triple

T4869084
Position Surface form Disambiguated ID Type / Status
Subject You Got Lucky E109041 entity
Predicate followedBy P78 FINISHED
Object 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."
E477270 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: [You Got Lucky, followedBy, Change of Heart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Change of Heart
Context triple: [You Got Lucky, followedBy, Change of Heart]
  • A. Love Changes
    "Love Changes" is a song best known as a 1987 R&B hit by Kashif and Meli'sa Morgan, noted for its smooth production and romantic theme.
  • B. In and Out of Your Heart
    "In and Out of Your Heart" is a song recorded by American country music artist Kenny Rogers.
  • C. Forgetful Heart
    "Forgetful Heart" is a somber, introspective song by Bob Dylan, featured on his 2009 album *Together Through Life*.
  • D. Heart of the Matter
    "Heart of the Matter" is a song featured on the album *What About Me*.
  • E. No Sound But a Heart
    No Sound But a Heart is a 1987 pop album by Sheena Easton that marked a more mature, adult contemporary direction in her music career.
  • 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: [You Got Lucky, followedBy, Change of Heart]
Generated description
"Change of Heart" is a 1983 rock song by Tom Petty and the Heartbreakers, released as a single from their album "Long After Dark."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Change of Heart
Target entity description: "Change of Heart" is a 1983 rock song by Tom Petty and the Heartbreakers, released as a single from their album "Long After Dark."
  • A. Love Changes
    "Love Changes" is a song best known as a 1987 R&B hit by Kashif and Meli'sa Morgan, noted for its smooth production and romantic theme.
  • B. In and Out of Your Heart
    "In and Out of Your Heart" is a song recorded by American country music artist Kenny Rogers.
  • C. Forgetful Heart
    "Forgetful Heart" is a somber, introspective song by Bob Dylan, featured on his 2009 album *Together Through Life*.
  • D. Heart of the Matter
    "Heart of the Matter" is a song featured on the album *What About Me*.
  • E. No Sound But a Heart
    No Sound But a Heart is a 1987 pop album by Sheena Easton that marked a more mature, adult contemporary direction in her music career.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7d809081909fc7c80c56f72840 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67ea7cd88190b89f5cc1d85c1994 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6a22858081909be389f3d40e518c completed March 21, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69be6a8131ec8190bf9ccf3eea10ce83 completed March 21, 2026, 9:53 a.m.
Created at: March 20, 2026, 1:27 p.m.