Triple
T3845665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobby Caldwell |
E93562
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Robert Hunter Caldwell
Robert Hunter Caldwell, better known as Bobby Caldwell, was an American singer-songwriter and multi-instrumentalist renowned for his smooth blend of soul, jazz, and R&B, particularly his hit song "What You Won't Do for Love."
|
E393418
|
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: Robert Hunter Caldwell | Statement: [Bobby Caldwell, birthName, Robert Hunter Caldwell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Hunter Caldwell Context triple: [Bobby Caldwell, birthName, Robert Hunter Caldwell]
-
A.
Robert Hunter
Robert Hunter was a British lawyer and conservationist who co-founded the National Trust and played a key role in the early preservation of historic places and natural landscapes in the UK.
-
B.
Allan Felder
Allan Felder was an American songwriter and producer best known for his work in 1970s soul and R&B, particularly with the Philadelphia soul sound.
-
C.
Arthur Lee
Arthur Lee was an American diplomat and member of the prominent Lee family of Virginia who played a key role in securing French support for the United States during the Revolutionary War.
-
D.
Ted Sears
Ted Sears was an American screenwriter and story artist best known for his pioneering work on numerous classic Walt Disney animated films.
-
E.
Floyd Crosby
Floyd Crosby was an Academy Award–winning American cinematographer known for his work on numerous classic films, including influential low-budget horror and science fiction movies.
- 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: Robert Hunter Caldwell Triple: [Bobby Caldwell, birthName, Robert Hunter Caldwell]
Generated description
Robert Hunter Caldwell, better known as Bobby Caldwell, was an American singer-songwriter and multi-instrumentalist renowned for his smooth blend of soul, jazz, and R&B, particularly his hit song "What You Won't Do for Love."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Hunter Caldwell Target entity description: Robert Hunter Caldwell, better known as Bobby Caldwell, was an American singer-songwriter and multi-instrumentalist renowned for his smooth blend of soul, jazz, and R&B, particularly his hit song "What You Won't Do for Love."
-
A.
Robert Hunter
Robert Hunter was a British lawyer and conservationist who co-founded the National Trust and played a key role in the early preservation of historic places and natural landscapes in the UK.
-
B.
Allan Felder
Allan Felder was an American songwriter and producer best known for his work in 1970s soul and R&B, particularly with the Philadelphia soul sound.
-
C.
Arthur Lee
Arthur Lee was an American diplomat and member of the prominent Lee family of Virginia who played a key role in securing French support for the United States during the Revolutionary War.
-
D.
Ted Sears
Ted Sears was an American screenwriter and story artist best known for his pioneering work on numerous classic Walt Disney animated films.
-
E.
Floyd Crosby
Floyd Crosby was an Academy Award–winning American cinematographer known for his work on numerous classic films, including influential low-budget horror and science fiction movies.
- 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_69aed96ce578819084ab16e3439976c9 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeebb77a488190be7fc2a1211f1f2d |
completed | March 9, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b504122cb08190ba97ce14e8d891fc |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b504a31de08190b543549a2b05b038 |
completed | March 14, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5084c8bd48190b7afc80bed196c90 |
completed | March 14, 2026, 7:03 a.m. |
Created at: March 9, 2026, 3:18 p.m.