Triple
T4293063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anthony Hamilton |
E99640
|
entity |
| Predicate | album |
P1995
|
FINISHED |
| Object |
Back to Love
Back to Love is a soulful R&B album by American singer Anthony Hamilton that showcases his rich vocals and heartfelt, contemporary soul sound.
|
E429786
|
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: Back to Love | Statement: [Anthony Hamilton, album, Back to Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Back to Love Context triple: [Anthony Hamilton, album, Back to Love]
-
A.
Back to Love
"Back to Love" is a song featured on John Legend's album "All of Me."
-
B.
Here’s Love
"Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
-
C.
Let Love
Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
-
D.
Back to You
"Back to You" is an American sitcom that aired in the late 2000s, starring Kelsey Grammer and Patricia Heaton as reunited local news anchors.
-
E.
Back in Love
"Back in Love" is a song by the South Korean girl group Shine, recognized as one of their standout and most popular tracks.
- 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: Back to Love Triple: [Anthony Hamilton, album, Back to Love]
Generated description
Back to Love is a soulful R&B album by American singer Anthony Hamilton that showcases his rich vocals and heartfelt, contemporary soul sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Back to Love Target entity description: Back to Love is a soulful R&B album by American singer Anthony Hamilton that showcases his rich vocals and heartfelt, contemporary soul sound.
-
A.
Back to Love
"Back to Love" is a song featured on John Legend's album "All of Me."
-
B.
Here’s Love
"Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
-
C.
Let Love
Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
-
D.
Back to You
"Back to You" is an American sitcom that aired in the late 2000s, starring Kelsey Grammer and Patricia Heaton as reunited local news anchors.
-
E.
Back in Love
"Back in Love" is a song by the South Korean girl group Shine, recognized as one of their standout and most popular tracks.
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35082228081908504e3fd7c4ca1e8 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c739df2c8190af6f8d9bf36afca8 |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5cb0529f881908ec004a07c47306e |
completed | March 14, 2026, 8:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5cba3a41481908622509478184052 |
completed | March 14, 2026, 8:57 p.m. |
Created at: March 12, 2026, 11:08 p.m.