Triple
T23191857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobby Brown discography |
E579763
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Forever
Forever is a 1997 R&B studio album by American singer Bobby Brown.
|
E1573831
|
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 | Statement: [Bobby Brown discography, includes, Forever]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forever Context triple: [Bobby Brown discography, includes, Forever]
-
A.
Forever
Forever is a song that forms part of the musical work or album titled "Daydream."
-
B.
Forever
Forever is a music album best known for featuring the track "Feeling Inside."
-
C.
Forever
Forever is a music album best known for featuring the track "Luv Me Luv Me."
-
D.
Forever
Forever is a darkly comedic television series blending surreal elements with relationship drama, best known for starring Maya Rudolph and Fred Armisen as a married couple navigating an unexpected afterlife.
-
E.
Forever
"Forever" is an R&B song by American singer Lil' Mo that showcases her soulful vocals and early-2000s urban contemporary style.
- 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 Triple: [Bobby Brown discography, includes, Forever]
Generated description
Forever is a 1997 R&B studio album by American singer Bobby Brown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forever Target entity description: Forever is a 1997 R&B studio album by American singer Bobby Brown.
-
A.
Forever
Forever is an R&B studio album by American singer Donell Jones, showcasing his smooth vocals and mature, soulful songwriting.
-
B.
Forever
"Forever" is the second studio album by American rapper and producer P. Diddy, showcasing his late-1990s hip hop and R&B sound.
-
C.
Forever
Forever is a 1998 studio album by American rapper Ma$e, known for its glossy Bad Boy production and blend of smooth, radio-friendly tracks with Harlem-centric rap.
-
D.
Forever
Forever is a hip hop album by American rapper and producer Erick Sermon, showcasing his signature funk-influenced East Coast sound.
-
E.
Forever
"Forever" is an R&B song by American singer Lil' Mo that showcases her soulful vocals and early-2000s urban contemporary style.
- 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fd86640819092308751d23c6642 |
completed | April 29, 2026, 4:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30ba98348190ba810aaaeb7abb84 |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c336753ac819085038351f38039d8 |
completed | May 19, 2026, 9:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c341aead08190955638f4ce8c1c32 |
completed | May 19, 2026, 9:57 a.m. |
Created at: April 17, 2026, 4:06 p.m.