Triple
T5160131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludaversal |
E116414
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Problems
"Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
|
E497305
|
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: Problems | Statement: [Ludaversal, hasTrack, Problems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Problems Context triple: [Ludaversal, hasTrack, Problems]
-
A.
Problems and Other Stories
Problems and Other Stories is a collection of short stories by American author John Updike that explores the complexities of modern life, relationships, and personal identity with his characteristic wit and psychological insight.
-
B.
The Answer to Your Problems? (album)
The Answer to Your Problems? is a punk rock album by drummer Marky Ramone, showcasing his work outside of the Ramones.
-
C.
Popular Problems
Popular Problems is a studio album by Canadian singer-songwriter Leonard Cohen, known for its sparse arrangements and meditative, poetic reflections on aging, love, and mortality.
-
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.
Human Problem Solving
"Human Problem Solving" is a seminal 1972 book by Allen Newell and Herbert A. Simon that presents a foundational cognitive science and artificial intelligence theory of how humans represent and solve complex problems.
- 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: Problems Triple: [Ludaversal, hasTrack, Problems]
Generated description
"Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Problems Target entity description: "Problems" is a hip-hop track by American rapper Ludacris from his album "Ludaversal."
-
A.
Problems and Other Stories
Problems and Other Stories is a collection of short stories by American author John Updike that explores the complexities of modern life, relationships, and personal identity with his characteristic wit and psychological insight.
-
B.
The Answer to Your Problems? (album)
The Answer to Your Problems? is a punk rock album by drummer Marky Ramone, showcasing his work outside of the Ramones.
-
C.
Popular Problems
Popular Problems is a studio album by Canadian singer-songwriter Leonard Cohen, known for its sparse arrangements and meditative, poetic reflections on aging, love, and mortality.
-
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.
Human Problem Solving
"Human Problem Solving" is a seminal 1972 book by Allen Newell and Herbert A. Simon that presents a foundational cognitive science and artificial intelligence theory of how humans represent and solve complex problems.
- 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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd790613bc819084765cd4ea648dc9 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed01ce48081908813348b762bf1b0 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed08b4acc819096e7fd2fd9dbc73a |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed103a1088190abca6e7d1fbd9c2b |
completed | March 21, 2026, 5:10 p.m. |
Created at: March 20, 2026, 1:44 p.m.