Triple
T5783163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demi Lovato |
E128208
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Demi
"Demi" is the fourth studio album by American singer Demi Lovato, showcasing a pop-oriented sound and featuring hits like "Heart Attack."
|
E546784
|
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: Demi | Statement: [Demi Lovato, notableWork, Demi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demi Context triple: [Demi Lovato, notableWork, Demi]
-
A.
Demi
Demi is a fictional character from Louisa May Alcott’s novel "Jo's Boys," part of the continuation of the March family saga begun in "Little Women."
-
B.
Demi Brooke
Demi Brooke is a character in Louisa May Alcott’s novel "Little Men," depicted as one of the children at Plumfield whose growth and experiences reflect the book’s themes of education and moral development.
-
C.
Ripa
Ripa is the surname of American television host and actress Kelly Ripa, best known for co-hosting the morning talk show "Live."
-
D.
Nicole
Nicole is a central character in Margaret Atwood's dystopian novel "The Testaments," whose story helps expose and challenge the oppressive regime of Gilead.
-
E.
Nicole
Nicole is a feminine given name of Greek origin meaning "victory of the people," commonly used in many English- and French-speaking countries.
- 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: Demi Triple: [Demi Lovato, notableWork, Demi]
Generated description
"Demi" is the fourth studio album by American singer Demi Lovato, showcasing a pop-oriented sound and featuring hits like "Heart Attack."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Demi Target entity description: "Demi" is the fourth studio album by American singer Demi Lovato, showcasing a pop-oriented sound and featuring hits like "Heart Attack."
-
A.
Demi
Demi is a fictional character from Louisa May Alcott’s novel "Jo's Boys," part of the continuation of the March family saga begun in "Little Women."
-
B.
Demi Brooke
Demi Brooke is a character in Louisa May Alcott’s novel "Little Men," depicted as one of the children at Plumfield whose growth and experiences reflect the book’s themes of education and moral development.
-
C.
Ripa
Ripa is the surname of American television host and actress Kelly Ripa, best known for co-hosting the morning talk show "Live."
-
D.
Nicole
Nicole is a feminine given name of Greek origin meaning "victory of the people," commonly used in many English- and French-speaking countries.
-
E.
Nicole
Nicole is a central character in Margaret Atwood's dystopian novel "The Testaments," whose story helps expose and challenge the oppressive regime of Gilead.
- 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_69c0084450048190bc647b649a05136b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02a184870819084251554eae1e33c |
completed | March 22, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c098112a1c8190a8aacb208c544959 |
completed | March 23, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c098f32f7081908d9306afc30147a1 |
completed | March 23, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0996fb9148190ae8c09f4816d00b8 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:50 p.m.