Triple
T14809557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carmine Giovinazzo |
E348135
|
entity |
| Predicate | playedInFilm |
P15620
|
FINISHED |
| Object |
The Learning Curve
The Learning Curve is a 1999 neo-noir crime thriller film about two college students who become entangled in a dangerous relationship with a manipulative con artist.
|
E1119964
|
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: The Learning Curve | Statement: [Carmine Giovinazzo, playedInFilm, The Learning Curve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Learning Curve Context triple: [Carmine Giovinazzo, playedInFilm, The Learning Curve]
-
A.
The Learners
"The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
-
B.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
C.
Live and Learn
"Live and Learn" is a song that appears as the B-side to the single "A Better Man."
-
D.
Live and Learn
"Live and Learn" is a track by American rapper 2 Chainz from his studio album *B.O.A.T.S. II: Me Time*.
-
E.
Dare to Learn
Dare to Learn is the English-language motto of the University of North Carolina at Wilmington, emphasizing a spirit of curiosity and lifelong learning.
- 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: The Learning Curve Triple: [Carmine Giovinazzo, playedInFilm, The Learning Curve]
Generated description
The Learning Curve is a 1999 neo-noir crime thriller film about two college students who become entangled in a dangerous relationship with a manipulative con artist.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Learning Curve Target entity description: The Learning Curve is a 1999 neo-noir crime thriller film about two college students who become entangled in a dangerous relationship with a manipulative con artist.
-
A.
The Learners
"The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
-
B.
Live and Learn
"Live and Learn" is a song that appears as the B-side to the single "A Better Man."
-
C.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
D.
Live and Learn
"Live and Learn" is a track by American rapper 2 Chainz from his studio album *B.O.A.T.S. II: Me Time*.
-
E.
Dare to Learn
Dare to Learn is the English-language motto of the University of North Carolina at Wilmington, emphasizing a spirit of curiosity and lifelong learning.
- 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decf35a5e081909321193ef37099d1 |
completed | April 14, 2026, 11:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24ca88748190ae9e66bac5324e25 |
completed | May 8, 2026, 6 p.m. |
| NEDg | Description generation | batch_69fe26d7be04819090860d5180c72329 |
completed | May 8, 2026, 6:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe277c73c481908ca3bdb1c2113598 |
completed | May 8, 2026, 6:12 p.m. |
Created at: April 10, 2026, 1:45 a.m.