Triple
T5252955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cyndi Lauper |
E118630
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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."
|
E506401
|
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: [Cyndi Lauper, notableWork, Change of Heart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Change of Heart Context triple: [Cyndi Lauper, notableWork, 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.
Straight from the Heart
"Straight from the Heart" is a 1983 soft rock ballad by Canadian singer-songwriter Bryan Adams that became one of his early international hit singles.
-
C.
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.
-
D.
Heart Over Mind
Heart Over Mind is a country music album by Canadian singer Anne Murray, featuring the hit duet "Nobody Loves Me Like You Do."
-
E.
In and Out of Your Heart
"In and Out of Your Heart" is a song recorded by American country music artist Kenny Rogers.
- 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: [Cyndi Lauper, notableWork, Change of Heart]
Generated description
"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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Change of Heart Target entity description: "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."
-
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.
Straight from the Heart
"Straight from the Heart" is a 1983 soft rock ballad by Canadian singer-songwriter Bryan Adams that became one of his early international hit singles.
-
C.
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.
-
D.
Heart Over Mind
Heart Over Mind is a country music album by Canadian singer Anne Murray, featuring the hit duet "Nobody Loves Me Like You Do."
-
E.
In and Out of Your Heart
"In and Out of Your Heart" is a song recorded by American country music artist Kenny Rogers.
- 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_69bd446978108190bb5f9c5c23d93f88 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b7cd7f4819098e591df07564a52 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe72c91c8190ab0f988dca420399 |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69beff668dbc8190bc71c8dae2b5ca72 |
completed | March 21, 2026, 8:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf00120fe88190817badb72977566e |
completed | March 21, 2026, 8:31 p.m. |
Created at: March 20, 2026, 1:50 p.m.