Triple
T9701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Legend |
E196
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Love in the Future
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."
|
E3841
|
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 in the Future | Statement: [John Legend, notableWork, Love in the Future]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love in the Future Context triple: [John Legend, notableWork, Love in the Future]
-
A.
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.
-
B.
Fiat Lux
Fiat Lux is a Latin phrase meaning "Let there be light," used as the inspirational motto of the University of California, Berkeley.
-
C.
This I Remember
"This I Remember" is Eleanor Roosevelt’s autobiographical memoir recounting her life, public service, and experiences as First Lady of the United States.
-
D.
This Is My Story
This Is My Story is an autobiographical book by Eleanor Roosevelt recounting her early life, personal challenges, and path to public service and activism.
-
E.
Broca's Brain
Broca's Brain is a popular science book by Carl Sagan that explores the nature of scientific thought, the brain, and the cosmos through essays on astronomy, philosophy, and skepticism.
- 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 in the Future Triple: [John Legend, notableWork, Love in the Future]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love in the Future Target entity description: 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."
-
A.
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.
-
B.
Fiat Lux
Fiat Lux is a Latin phrase meaning "Let there be light," used as the inspirational motto of the University of California, Berkeley.
-
C.
This I Remember
"This I Remember" is Eleanor Roosevelt’s autobiographical memoir recounting her life, public service, and experiences as First Lady of the United States.
-
D.
This Is My Story
This Is My Story is an autobiographical book by Eleanor Roosevelt recounting her early life, personal challenges, and path to public service and activism.
-
E.
Broca's Brain
Broca's Brain is a popular science book by Carl Sagan that explores the nature of scientific thought, the brain, and the cosmos through essays on astronomy, philosophy, and skepticism.
- 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_69a23bb612708190b09f25385e4b63d1 |
completed | Feb. 28, 2026, 12:49 a.m. |
| NER | Named-entity recognition | batch_69a23ff2f0508190806663ab2463cd41 |
completed | Feb. 28, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a24e52b304819094ffde051ec9bde3 |
completed | Feb. 28, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69a24ede3374819089e7fae28c6c9d63 |
completed | Feb. 28, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24fc8a2a881909e5ae2e03757fbec |
completed | Feb. 28, 2026, 2:15 a.m. |
Created at: Feb. 28, 2026, 12:54 a.m.