Triple
T1880944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Beginning |
E39851
|
entity |
| Predicate | featuresMember |
P17143
|
FINISHED |
| Object | Fergie |
E39406
|
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: Fergie | Statement: [The Beginning, featuresMember, Fergie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fergie Context triple: [The Beginning, featuresMember, Fergie]
-
A.
Fergie
chosen
Fergie is an American singer, rapper, and songwriter best known as the female vocalist of the pop-rap group the Black Eyed Peas and for her successful solo career.
-
B.
Fergie
Fergie is a Hall of Fame Canadian former Major League Baseball pitcher best known for his stellar career with the Chicago Cubs.
-
C.
Missy Elliott
Missy Elliott is an influential American rapper, singer, songwriter, and producer known for her innovative music, groundbreaking music videos, and major impact on hip-hop and pop culture.
-
D.
Nicki Minaj
Nicki Minaj is a Trinidadian-born American rapper, singer, and songwriter known for her animated flow, alter egos, and major influence on contemporary hip hop and pop music.
-
E.
Kelly Rowland
Kelly Rowland is an American singer, songwriter, and actress best known as a member of Destiny's Child and for her successful solo R&B and pop career.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0fb95b48190af5286662c8b9734 |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7edf084881908bb8db8e0348bfc8 |
completed | March 9, 2026, 8:03 a.m. |
Created at: March 4, 2026, 7:34 p.m.