Triple
T22284043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamia |
E550810
|
entity |
| Predicate | studioAlbum |
P25507
|
FINISHED |
| Object |
Beautiful Surprise
Beautiful Surprise is an R&B studio album by Canadian singer Tamia, noted for its smooth vocals and contemporary soul production.
|
E1528736
|
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: Beautiful Surprise | Statement: [Tamia, studioAlbum, Beautiful Surprise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beautiful Surprise Context triple: [Tamia, studioAlbum, Beautiful Surprise]
-
A.
Surprise Surprise
Surprise Surprise is a British television entertainment show, best known for its heartwarming surprises and emotional reunions, originally hosted by Cilla Black.
-
B.
Surprise, Surprise
"Surprise, Surprise" is a rock song by Bruce Springsteen from his 2009 album *Working on a Dream*, known for its upbeat, celebratory tone.
-
C.
The Unexpected
"The Unexpected" is a 2018 DC Comics limited series that follows a group of unlikely heroes drawn together by mysterious cosmic forces in the aftermath of the Dark Nights: Metal event.
-
D.
To My Surprise
To My Surprise was an alternative rock side project formed by Slipknot percussionist Shawn "Clown" Crahan, known for its more melodic and experimental sound compared to Slipknot's heavy metal style.
-
E.
The Big Surprise
"The Big Surprise" is a song featured on the album "Uncommon Ritual," known for its intricate acoustic instrumentation and progressive bluegrass influences.
- 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: Beautiful Surprise Triple: [Tamia, studioAlbum, Beautiful Surprise]
Generated description
Beautiful Surprise is an R&B studio album by Canadian singer Tamia, noted for its smooth vocals and contemporary soul production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beautiful Surprise Target entity description: Beautiful Surprise is an R&B studio album by Canadian singer Tamia, noted for its smooth vocals and contemporary soul production.
-
A.
Surprise Surprise
Surprise Surprise is a British television entertainment show, best known for its heartwarming surprises and emotional reunions, originally hosted by Cilla Black.
-
B.
Surprise, Surprise
"Surprise, Surprise" is a rock song by Bruce Springsteen from his 2009 album *Working on a Dream*, known for its upbeat, celebratory tone.
-
C.
The Unexpected
"The Unexpected" is a 2018 DC Comics limited series that follows a group of unlikely heroes drawn together by mysterious cosmic forces in the aftermath of the Dark Nights: Metal event.
-
D.
To My Surprise
To My Surprise was an alternative rock side project formed by Slipknot percussionist Shawn "Clown" Crahan, known for its more melodic and experimental sound compared to Slipknot's heavy metal style.
-
E.
The Big Surprise
"The Big Surprise" is a song featured on the album "Uncommon Ritual," known for its intricate acoustic instrumentation and progressive bluegrass influences.
- 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_69e11e44d538819097c6b8f333af3352 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15605a8448190906a0ab9ffa4260b |
completed | April 29, 2026, 12:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0abcac163c8190b0bb8673ed46c046 |
completed | May 18, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_6a0abe56d038819083b2ce2b87e067a2 |
completed | May 18, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0abf7e6d208190807d4c1316d5bd0d |
completed | May 18, 2026, 7:27 a.m. |
Created at: April 16, 2026, 8:40 p.m.