Triple
T106712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All of Me |
E2153
|
entity |
| Predicate | album |
P1995
|
FINISHED |
| Object | Love in the Future |
E3841
|
NE FINISHED |
How this triple was built (3 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 in the Future | Statement: [All of Me, album, Love in the Future]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love in the Future Context triple: [All of Me, album, Love in the Future]
-
A.
Love in the Future
chosen
Love in the Future is a 2013 R&B and soul studio album by John Legend that blends romantic ballads with contemporary production and includes the hit single "All of Me."
-
B.
Bigger Love
Bigger Love is a 2020 studio album by American singer-songwriter John Legend that blends R&B, soul, and pop with themes of love, resilience, and joy.
-
C.
The Edge of Forever
"The Edge of Forever" is a widely acclaimed episode of the science documentary series *Cosmos: A Personal Voyage* that explores the origin, evolution, and ultimate fate of the universe.
-
D.
Blues for a Red Planet
"Blues for a Red Planet" is an episode of the science documentary series *Cosmos: A Personal Voyage* that explores the history, science, and human fascination surrounding the planet Mars.
-
E.
Once Again
Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: album Context triple: [All of Me, album, Love in the Future]
-
A.
hasPartInDiscography
chosen
Indicates that an entity (such as a song, album, or track) is included as a component within another entity’s discography.
-
B.
associatedMusic
Indicates a relationship where one entity is linked to or connected with a piece of music, such as being used by, related to, or thematically tied to that music.
-
C.
releaseType
Indicates the kind or category of a release event or version associated with an entity.
-
D.
genre
Indicates the artistic or thematic category to which a work (such as a book, film, or song) belongs.
-
E.
tracks
Indicates that one entity monitors, follows, or keeps a record of another entity’s state, behavior, or progress over time.
- F. None of above.
Provenance (4 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_69a24e0a5b7c81908d52da08c60dabc4 |
completed | Feb. 28, 2026, 2:08 a.m. |
| NER | Named-entity recognition | batch_69a256ec650c8190bee2067e37065527 |
completed | Feb. 28, 2026, 2:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a275e644a48190aa2b8cb142b14394 |
completed | Feb. 28, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69a2563d33788190999d471b486d5603 |
completed | Feb. 28, 2026, 2:43 a.m. |
Created at: Feb. 28, 2026, 2:12 a.m.