Triple
T17490022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Judds |
E425879
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E1274163
|
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: [The Judds, notableWork, Change of Heart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Change of Heart Context triple: [The Judds, notableWork, Change of Heart]
-
A.
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.
-
B.
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."
-
C.
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."
-
D.
A Change of Heart
A Change of Heart is a film featuring actress Dawn Olivieri in a significant role.
-
E.
Heart to Heart
"Heart to Heart" is a soft rock ballad by American singer-songwriter Kenny Loggins, known for its smooth melody and introspective lyrics about communication and vulnerability in relationships.
- 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: [The Judds, notableWork, Change of Heart]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Change of Heart Target entity description: "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.
-
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.
A Change of Heart
A Change of Heart is a film featuring actress Dawn Olivieri in a significant role.
-
E.
Heart to Heart
"Heart to Heart" is a soft rock ballad by American singer-songwriter Kenny Loggins, known for its smooth melody and introspective lyrics about communication and vulnerability in relationships.
- 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_69d889dccf7481909264a1844a2e9100 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451d519488190a08da1b529c08445 |
completed | April 19, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c937b0948190bb574a497b61d8eb |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01c9e00bcc8190b81bb15b210f05c0 |
completed | May 11, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01ca88ec5081908dec247a3bea698e |
completed | May 11, 2026, 12:24 p.m. |
Created at: April 10, 2026, 5:48 a.m.