Triple
T9870501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beverly D’Angelo |
E239943
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
D’Angelo
D’Angelo is an Italian-origin surname borne by various notable figures in entertainment, sports, and other fields.
|
E826860
|
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: D’Angelo | Statement: [Beverly D’Angelo, familyName, D’Angelo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: D’Angelo Context triple: [Beverly D’Angelo, familyName, D’Angelo]
-
A.
D'Angelo
D'Angelo is an influential American neo-soul singer, songwriter, multi-instrumentalist, and producer known for albums like "Brown Sugar" and "Voodoo" and for helping shape the sound of contemporary R&B.
-
B.
Raphael Saadiq
Raphael Saadiq is an American singer, songwriter, multi-instrumentalist, and acclaimed R&B/neo-soul producer known for his work both as a solo artist and as a member of Tony! Toni! Toné!.
-
C.
Aloe Blacc
Aloe Blacc is an American singer, songwriter, and musician best known for soulful hits like "I Need a Dollar" and his vocals on Avicii's "Wake Me Up."
-
D.
CeeLo Green
CeeLo Green is an American singer, rapper, songwriter, and record producer known for his work in Gnarls Barkley and his solo hit "Forget You," as well as his flamboyant performance style.
-
E.
Brian McKnight
Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
- 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: D’Angelo Triple: [Beverly D’Angelo, familyName, D’Angelo]
Generated description
D’Angelo is an Italian-origin surname borne by various notable figures in entertainment, sports, and other fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: D’Angelo Target entity description: D’Angelo is an Italian-origin surname borne by various notable figures in entertainment, sports, and other fields.
-
A.
D'Angelo
D'Angelo is an influential American neo-soul singer, songwriter, multi-instrumentalist, and producer known for albums like "Brown Sugar" and "Voodoo" and for helping shape the sound of contemporary R&B.
-
B.
Raphael Saadiq
Raphael Saadiq is an American singer, songwriter, multi-instrumentalist, and acclaimed R&B/neo-soul producer known for his work both as a solo artist and as a member of Tony! Toni! Toné!.
-
C.
Aloe Blacc
Aloe Blacc is an American singer, songwriter, and musician best known for soulful hits like "I Need a Dollar" and his vocals on Avicii's "Wake Me Up."
-
D.
CeeLo Green
CeeLo Green is an American singer, rapper, songwriter, and record producer known for his work in Gnarls Barkley and his solo hit "Forget You," as well as his flamboyant performance style.
-
E.
Brian McKnight
Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3d62628819094786a49b9bcd09b |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e468630c81908d5c72f70e2c6fe4 |
completed | April 5, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69d1e5a99e4081909f5712a264e1b495 |
completed | April 5, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e62c0638819091c7eb9b09ce20aa |
completed | April 5, 2026, 4:33 a.m. |
Created at: March 30, 2026, 8:36 p.m.