Triple
T3776491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FML |
E83319
|
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: [FML, producer, Ben Billions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Billions Context triple: [FML, 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.
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.
-
C.
The Millionaire
The Millionaire is a 1931 American pre-Code comedy film starring George Arliss as a retired businessman who secretly returns to work, produced by Warner Bros. and associated with filmmaker Bryan Foy.
-
D.
The Big Money
The Big Money is a 1936 novel by John Dos Passos, best known as the third volume of his U.S.A. trilogy, which critiques American capitalism and society in the early 20th century through experimental narrative techniques.
-
E.
Moneybags
Moneybags is a recurring, money-obsessed bear character in the Spyro the Dragon video game series who charges the player gems to unlock paths, abilities, and characters.
- 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_69ad8b235e608190b5a2b1d1bfcef50b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc5be3c48190a72e840d8214bb74 |
completed | March 8, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f03d3df48190a4b2382059b7bb24 |
completed | March 14, 2026, 5:21 a.m. |
Created at: March 8, 2026, 3:36 p.m.