Triple
T5131175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toni Braxton |
E115702
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Secrets (album)
"Secrets" is Toni Braxton's multi-platinum 1996 R&B album featuring hit singles like "Un-Break My Heart" that solidified her status as a major pop and soul artist.
|
E496232
|
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: Secrets (album) | Statement: [Toni Braxton, notableWork, Secrets (album)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secrets (album) Context triple: [Toni Braxton, notableWork, Secrets (album)]
-
A.
Secrets
"Secrets" is a pop-rock song by OneRepublic, written and produced by Ryan Tedder, known for its emotive lyrics and prominent use in films and television.
-
B.
One Secret Thing
One Secret Thing is a poetry collection by Sharon Olds that explores themes of family, loss, and intimate personal experience in her characteristically candid and emotionally intense style.
-
C.
Secretly
"Secretly" is a popular country song recorded by American singer Jimmie Rodgers that became one of his best-known hits.
-
D.
Secrets & Lies
Secrets & Lies is a 1996 British drama film directed by Mike Leigh that explores family secrets and social class through the story of a white woman who discovers her biological daughter is Black.
-
E.
Telling Secrets
Telling Secrets is a memoir by theologian and novelist Frederick Buechner that reflects on his family history, personal struggles, and the role of faith and storytelling in making sense of a broken past.
- 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: Secrets (album) Triple: [Toni Braxton, notableWork, Secrets (album)]
Generated description
"Secrets" is Toni Braxton's multi-platinum 1996 R&B album featuring hit singles like "Un-Break My Heart" that solidified her status as a major pop and soul artist.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Secrets (album) Target entity description: "Secrets" is Toni Braxton's multi-platinum 1996 R&B album featuring hit singles like "Un-Break My Heart" that solidified her status as a major pop and soul artist.
-
A.
Secrets
"Secrets" is a pop-rock song by OneRepublic, written and produced by Ryan Tedder, known for its emotive lyrics and prominent use in films and television.
-
B.
One Secret Thing
One Secret Thing is a poetry collection by Sharon Olds that explores themes of family, loss, and intimate personal experience in her characteristically candid and emotionally intense style.
-
C.
Secretly
"Secretly" is a popular country song recorded by American singer Jimmie Rodgers that became one of his best-known hits.
-
D.
Secrets & Lies
Secrets & Lies is a 1996 British drama film directed by Mike Leigh that explores family secrets and social class through the story of a white woman who discovers her biological daughter is Black.
-
E.
Telling Secrets
Telling Secrets is a memoir by theologian and novelist Frederick Buechner that reflects on his family history, personal struggles, and the role of faith and storytelling in making sense of a broken past.
- 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd782904788190b544540483915c0e |
completed | March 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4c626a48190b2fd81b88b5a59cc |
completed | March 21, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69bec6728eac81908b795a7ce55f40b2 |
completed | March 21, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec7895aac81908dd6388c05abb75e |
completed | March 21, 2026, 4:30 p.m. |
Created at: March 20, 2026, 1:42 p.m.