Triple
T4324047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Comes Naturally |
E96591
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Vassal Benford
Vassal Benford is an American music producer and songwriter known for his work in R&B and pop music with various prominent artists.
|
E431848
|
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: Vassal Benford | Statement: [What Comes Naturally, producer, Vassal Benford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vassal Benford Context triple: [What Comes Naturally, producer, Vassal Benford]
-
A.
Samuel Lord
Samuel Lord was a 19th-century English-born American merchant best known for establishing the iconic New York department store Lord & Taylor.
-
B.
Simon Dunsdon
Simon Dunsdon is a cinematographer known for his work on the animated film "Hotel Transylvania 3: Summer Vacation."
-
C.
Ben Vane
Ben Vane is a small but steep Scottish mountain in the Arrochar Alps, popular with hikers for its rugged ascent and views over Loch Lomond.
-
D.
Frank Vosper
Frank Vosper was a British actor and playwright active in the early 20th century, known for his stage work and appearances in classic British films.
-
E.
Edmund Breon
Edmund Breon was a Scottish character actor of the early 20th century, known for his supporting roles in British and American films, particularly during the silent and early sound eras.
- 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: Vassal Benford Triple: [What Comes Naturally, producer, Vassal Benford]
Generated description
Vassal Benford is an American music producer and songwriter known for his work in R&B and pop music with various prominent artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vassal Benford Target entity description: Vassal Benford is an American music producer and songwriter known for his work in R&B and pop music with various prominent artists.
-
A.
Samuel Lord
Samuel Lord was a 19th-century English-born American merchant best known for establishing the iconic New York department store Lord & Taylor.
-
B.
Simon Dunsdon
Simon Dunsdon is a cinematographer known for his work on the animated film "Hotel Transylvania 3: Summer Vacation."
-
C.
Ben Vane
Ben Vane is a small but steep Scottish mountain in the Arrochar Alps, popular with hikers for its rugged ascent and views over Loch Lomond.
-
D.
Frank Vosper
Frank Vosper was a British actor and playwright active in the early 20th century, known for his stage work and appearances in classic British films.
-
E.
Edmund Breon
Edmund Breon was a Scottish character actor of the early 20th century, known for his supporting roles in British and American films, particularly during the silent and early sound eras.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35118abe481908b7987019be217e1 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d094f5fc819083eddc234f46f6a1 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d10a20248190b3214509cb637ff4 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f08ac4819097e71276be11403d |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:13 p.m.