Triple
T10994116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | REO Speedwagon |
E259819
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Roll with the Changes
"Roll with the Changes" is a classic rock song by American band REO Speedwagon, known for its energetic piano-driven sound and frequent inclusion in their live performances.
|
E898574
|
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: Roll with the Changes | Statement: [REO Speedwagon, notableWork, Roll with the Changes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roll with the Changes Context triple: [REO Speedwagon, notableWork, Roll with the Changes]
-
A.
Some Changes
"Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
-
B.
The World Changes
The World Changes is a 1933 American drama film in which actor William Janney appears alongside a cast led by Paul Muni, depicting the rise of a lumber dynasty across generations.
-
C.
Change Your Ways
"Change Your Ways" is a song featured on LL Cool J's 1989 hip hop album "Walking with a Panther."
-
D.
A Time of Changes
A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
-
E.
One New Change
One New Change is a major modern retail and office complex in the City of London, known for its shopping centre and rooftop terrace with views of St Paul’s Cathedral.
- 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: Roll with the Changes Triple: [REO Speedwagon, notableWork, Roll with the Changes]
Generated description
"Roll with the Changes" is a classic rock song by American band REO Speedwagon, known for its energetic piano-driven sound and frequent inclusion in their live performances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roll with the Changes Target entity description: "Roll with the Changes" is a classic rock song by American band REO Speedwagon, known for its energetic piano-driven sound and frequent inclusion in their live performances.
-
A.
Some Changes
"Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
-
B.
The World Changes
The World Changes is a 1933 American drama film in which actor William Janney appears alongside a cast led by Paul Muni, depicting the rise of a lumber dynasty across generations.
-
C.
Change Your Ways
"Change Your Ways" is a song featured on LL Cool J's 1989 hip hop album "Walking with a Panther."
-
D.
A Time of Changes
A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
-
E.
One New Change
One New Change is a major modern retail and office complex in the City of London, known for its shopping centre and rooftop terrace with views of St Paul’s Cathedral.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d795d460d88190bff918d6dfdb0f93 |
completed | April 9, 2026, 12:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3451451988190add2762b1e1be8ed |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e3556fd3548190a33f04604be947cf |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3593b0f8481909ed7a90f8bb9839d |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:24 p.m.