Triple
T695109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Finding Forever |
E13877
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Forever Begins
"Forever Begins" is a song by Common from his critically acclaimed hip-hop album "Finding Forever."
|
E87105
|
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: Forever Begins | Statement: [Finding Forever, hasTrack, Forever Begins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forever Begins Context triple: [Finding Forever, hasTrack, Forever Begins]
-
A.
The Beginning
"The Beginning" is a song by John Legend from his R&B album "Love in the Future."
-
B.
The Beginning
The Beginning is a studio album by American hip hop group The Black Eyed Peas that continues their dance-pop and electronic sound following the success of The E.N.D.
-
C.
Where Do We Begin Now
"Where Do We Begin Now" is a song by the American rock band The Lumineers from their 2022 album "Brightside."
-
D.
Finding Forever
Finding Forever is a 2007 hip-hop album by rapper Common, known for its soulful production and socially conscious lyrics.
-
E.
For the First Time
"For the First Time" is a soulful R&B song by John Legend from his album "Love in the Future."
- 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: Forever Begins Triple: [Finding Forever, hasTrack, Forever Begins]
Generated description
"Forever Begins" is a song by Common from his critically acclaimed hip-hop album "Finding Forever."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forever Begins Target entity description: "Forever Begins" is a song by Common from his critically acclaimed hip-hop album "Finding Forever."
-
A.
The Beginning
The Beginning is a studio album by American hip hop group The Black Eyed Peas that continues their dance-pop and electronic sound following the success of The E.N.D.
-
B.
The Beginning
"The Beginning" is a song by John Legend from his R&B album "Love in the Future."
-
C.
Where Do We Begin Now
"Where Do We Begin Now" is a song by the American rock band The Lumineers from their 2022 album "Brightside."
-
D.
Finding Forever
Finding Forever is a 2007 hip-hop album by rapper Common, known for its soulful production and socially conscious lyrics.
-
E.
For the First Time
"For the First Time" is a soulful R&B song by John Legend from his album "Love in the Future."
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0c3f39c8190a3014df428817492 |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a637514c9081909938d0801f071fea |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a63b69c1788190b9bc613d04d7d5b0 |
completed | March 3, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a63bc5a9808190b881ebd85d3d6ee8 |
completed | March 3, 2026, 1:39 a.m. |
Created at: March 1, 2026, 7:36 p.m.