Triple
T4877239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keyshia Cole |
E109233
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Way It Is
"The Way It Is" is the 2005 debut studio album by American R&B singer Keyshia Cole, featuring emotionally driven songs about love, heartbreak, and personal struggle.
|
E477552
|
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: The Way It Is | Statement: [Keyshia Cole, notableWork, The Way It Is]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Way It Is Context triple: [Keyshia Cole, notableWork, The Way It Is]
-
A.
That’s the Way It Is
"That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
-
B.
How It Is
How It Is is a late experimental novel by Samuel Beckett that explores fragmented consciousness through disjointed, minimalist prose and a mud-bound narrator’s monologue.
-
C.
It Is What It Is
It Is What It Is is a conceptual art project by British artist Jeremy Deller that examines the Iraq War through public dialogue and the display of a car destroyed in a Baghdad bombing.
-
D.
If There Was a Way
If There Was a Way is a 1990 country music album by Dwight Yoakam that blends traditional honky-tonk with contemporary influences and is often praised as one of his strongest releases.
-
E.
Something in the Way
"Something in the Way" is a somber, minimalist song by American rock band Nirvana, known for its haunting mood and Kurt Cobain’s subdued vocal delivery.
- 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: The Way It Is Triple: [Keyshia Cole, notableWork, The Way It Is]
Generated description
"The Way It Is" is the 2005 debut studio album by American R&B singer Keyshia Cole, featuring emotionally driven songs about love, heartbreak, and personal struggle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Way It Is Target entity description: "The Way It Is" is the 2005 debut studio album by American R&B singer Keyshia Cole, featuring emotionally driven songs about love, heartbreak, and personal struggle.
-
A.
That’s the Way It Is
"That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
-
B.
How It Is
How It Is is a late experimental novel by Samuel Beckett that explores fragmented consciousness through disjointed, minimalist prose and a mud-bound narrator’s monologue.
-
C.
It Is What It Is
It Is What It Is is a conceptual art project by British artist Jeremy Deller that examines the Iraq War through public dialogue and the display of a car destroyed in a Baghdad bombing.
-
D.
If There Was a Way
If There Was a Way is a 1990 country music album by Dwight Yoakam that blends traditional honky-tonk with contemporary influences and is often praised as one of his strongest releases.
-
E.
Something in the Way
"Something in the Way" is a somber, minimalist song by American rock band Nirvana, known for its haunting mood and Kurt Cobain’s subdued vocal delivery.
- 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_69bd440e9d64819083e82cf33b4d9570 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6dbbc734819083b28a022e5690d6 |
completed | March 20, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67fc50cc819083a475a1de914670 |
completed | March 21, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69be6c25d3448190b2589959a2f221c8 |
completed | March 21, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6cf6662c8190bc1b94766c5da1e9 |
completed | March 21, 2026, 10:03 a.m. |
Created at: March 20, 2026, 1:27 p.m.