Triple
T13794706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beauty Behind the Madness |
E331485
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Ben Billions |
E340529
|
NE FINISHED |
How this triple was built (2 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: Ben Billions | Statement: [Beauty Behind the Madness, producer, Ben Billions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Billions Context triple: [Beauty Behind the Madness, producer, Ben Billions]
-
A.
Ben Billions
chosen
Ben Billions is an American record producer and songwriter known for crafting hit tracks for major hip-hop and R&B artists such as The Weeknd, Beyoncé, and DJ Khaled.
-
B.
Billionaire Boy
Billionaire Boy is a humorous children's novel by David Walliams about a lonely young billionaire who learns that friendship and family matter more than money.
-
C.
El Millonario
El Millonario is a nickname for the Colombian professional football club Millonarios Fútbol Club, one of the country’s most successful and historic teams.
-
D.
Hood Billionaire
Hood Billionaire is a studio album by American rapper Rick Ross that showcases his luxury-rap style over hard-hitting Southern hip-hop production.
-
E.
Billionaire
"Billionaire" is a pop-rap song by Travie McCoy featuring Bruno Mars that humorously expresses the desire for immense wealth and the extravagant lifestyle that comes with it.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c58feb08190a77bca8bf7d6d20f |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0259b0e4819081c11ced694384fb |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b083387081909c6f4beb0e12cf36 |
completed | May 3, 2026, 8:30 p.m. |
Created at: April 9, 2026, 10:11 p.m.