Triple
T7288901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ariana Grande |
E163942
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Problem
"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.
|
E653055
|
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: Problem | Statement: [Ariana Grande, notableWork, Problem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Problem Context triple: [Ariana Grande, notableWork, Problem]
-
A.
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.
-
B.
Problems
"Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
-
C.
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."
-
D.
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.
-
E.
POTW
POTW stands for "Publicly Owned Treatment Works," referring to municipal wastewater treatment facilities that treat sewage and industrial wastewater before discharge.
- 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: Problem Triple: [Ariana Grande, notableWork, Problem]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Problem Target entity description: "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.
-
A.
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.
-
B.
Problems
"Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
-
C.
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."
-
D.
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.
-
E.
POTW
POTW stands for "Publicly Owned Treatment Works," referring to municipal wastewater treatment facilities that treat sewage and industrial wastewater before discharge.
- 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_69c6886093b88190a254b1ce6db8bae7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb6bde448190b52852c916a8059d |
completed | March 27, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db4671e08190874d5e099e883509 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7dbc1ff0c8190bc7639a74a5d3af3 |
completed | March 28, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dc6af4b08190be165856d216f2ae |
completed | March 28, 2026, 1:49 p.m. |
Created at: March 27, 2026, 3 p.m.