Triple
T23537553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Best Friends (film songs) |
E577640
|
entity |
| Predicate | hasSong |
P20452
|
FINISHED |
| Object |
Love Makes the Changes
"Love Makes the Changes" is a song featured on the soundtrack of the film "Best Friends."
|
E1591987
|
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: Love Makes the Changes | Statement: [Best Friends (film songs), hasSong, Love Makes the Changes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love Makes the Changes Context triple: [Best Friends (film songs), hasSong, Love Makes the Changes]
-
A.
Love Changes Everything
Love Changes Everything is a notable album by the Australian instrumental rock band Dirty Three, showcasing their emotive, violin-driven post-rock sound.
-
B.
Love Changes Everything
Love Changes Everything is a popular show tune from the musical "Aspects of Love," widely associated with and made famous by British singer and actor Michael Ball.
-
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.
Love Makes the World
"Love Makes the World" is a song by Carole King featured on her live album *The Living Room Tour*.
-
E.
It Changes
"It Changes" is a musical number from the animated film "Snoopy, Come Home," reflecting the emotional shifts and transitions experienced by the characters.
- 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: Love Makes the Changes Triple: [Best Friends (film songs), hasSong, Love Makes the Changes]
Generated description
"Love Makes the Changes" is a song featured on the soundtrack of the film "Best Friends."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love Makes the Changes Target entity description: "Love Makes the Changes" is a song featured on the soundtrack of the film "Best Friends."
-
A.
Love Changes Everything
Love Changes Everything is a notable album by the Australian instrumental rock band Dirty Three, showcasing their emotive, violin-driven post-rock sound.
-
B.
Love Changes Everything
Love Changes Everything is a popular show tune from the musical "Aspects of Love," widely associated with and made famous by British singer and actor Michael Ball.
-
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.
Love Makes the World
"Love Makes the World" is a song by Carole King featured on her live album *The Living Room Tour*.
-
E.
It Changes
"It Changes" is a musical number from the animated film "Snoopy, Come Home," reflecting the emotional shifts and transitions experienced by the characters.
- 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_69e245f9d5d08190a4a20004e1784e20 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1ae1831688190ac06b84729bce160 |
completed | April 29, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf59cfa48190b7be6602dfef5fb6 |
completed | May 19, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_6a0ce35a16a08190969f6811be7e471c |
completed | May 19, 2026, 10:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce4d4321c8190af0fe04f728c4f67 |
completed | May 19, 2026, 10:31 p.m. |
Created at: April 17, 2026, 6:10 p.m.