Triple
T4791065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Cooke |
E106600
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
A Change Is Gonna Come
"A Change Is Gonna Come" is a landmark 1964 soul song by Sam Cooke that became an enduring anthem of the American civil rights movement.
|
E470080
|
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 Change Is Gonna Come | Statement: [Sam Cooke, notableWork, A Change Is Gonna Come]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Change Is Gonna Come Context triple: [Sam Cooke, notableWork, A Change Is Gonna Come]
-
A.
The Times They Are a-Changin'
"The Times They Are a-Changin'" is a landmark 1960s protest song by Bob Dylan that became an anthem for social and political change.
-
B.
Mississippi Goddam
"Mississippi Goddam" is a powerful 1964 protest song by Nina Simone that confronts racism and violence in the United States, particularly in the Jim Crow South.
-
C.
We Shall Overcome
"We Shall Overcome" is a landmark protest song that became an anthem of the American civil rights movement and a symbol of nonviolent resistance worldwide.
-
D.
I Have a Dream
"I Have a Dream" is a popular ABBA ballad known for its hopeful lyrics and melodic simplicity, famously featured in the musical and film "Mamma Mia!"
-
E.
Sinnerman
"Sinnerman" is a powerful, extended jazz-gospel song by Nina Simone, renowned for its driving piano, intense vocals, and use in numerous films and television shows.
- 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 Change Is Gonna Come Triple: [Sam Cooke, notableWork, A Change Is Gonna Come]
Generated description
"A Change Is Gonna Come" is a landmark 1964 soul song by Sam Cooke that became an enduring anthem of the American civil rights movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Change Is Gonna Come Target entity description: "A Change Is Gonna Come" is a landmark 1964 soul song by Sam Cooke that became an enduring anthem of the American civil rights movement.
-
A.
The Times They Are a-Changin'
"The Times They Are a-Changin'" is a landmark 1960s protest song by Bob Dylan that became an anthem for social and political change.
-
B.
Mississippi Goddam
"Mississippi Goddam" is a powerful 1964 protest song by Nina Simone that confronts racism and violence in the United States, particularly in the Jim Crow South.
-
C.
We Shall Overcome
"We Shall Overcome" is a landmark protest song that became an anthem of the American civil rights movement and a symbol of nonviolent resistance worldwide.
-
D.
I Have a Dream
"I Have a Dream" is a popular ABBA ballad known for its hopeful lyrics and melodic simplicity, famously featured in the musical and film "Mamma Mia!"
-
E.
Sinnerman
"Sinnerman" is a powerful, extended jazz-gospel song by Nina Simone, renowned for its driving piano, intense vocals, and use in numerous films and television shows.
- 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_69bd43f591c881909e5a532388b0f3f3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65ddff388190b55071ed5cae7688 |
completed | March 20, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43e8f9dc8190b4e932d179e2f097 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be4603d32c819092c3c48a3ba41833 |
completed | March 21, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be472cd6b88190bc998340ffd2b66e |
completed | March 21, 2026, 7:22 a.m. |
Created at: March 20, 2026, 1:22 p.m.