Triple
T8890388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iggy Azalea |
E211646
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Problem |
E653055
|
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: Problem | Statement: [Iggy Azalea, notableWork, Problem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Problem Context triple: [Iggy Azalea, notableWork, Problem]
-
A.
Problem
chosen
"Problem" is a 2014 pop and R&B-influenced hit single by Ariana Grande featuring Iggy Azalea that became one of her breakout mainstream successes.
-
B.
The Problem
"The Problem" is a section in Max Weber's seminal sociological work *The Protestant Ethic and the Spirit of Capitalism* that introduces and frames the central question of how religious ideas influenced the development of modern capitalist society.
-
C.
Problems
"Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
-
D.
U Got a Problem?
"U Got a Problem?" is a track by rapper Ludacris featured on his debut major-label album "Back for the First Time."
-
E.
Critique of the New Problem
Critique of the New Problem is a section of Alan Turing’s seminal 1950 paper "Computing Machinery and Intelligence" in which he analyzes and responds to objections against his proposed imitation game as a test for machine intelligence.
- 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_69ca83907954819096d52a245b635841 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc619188508190aacda410f0b4c98d |
completed | April 1, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfabf01d048190bed52b5b001d7ffa |
completed | April 3, 2026, noon |
Created at: March 30, 2026, 6:53 p.m.