Triple
T2245989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Franco |
E49504
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Spring Breakers
Spring Breakers is a 2012 neon-soaked crime drama film directed by Harmony Korine that follows four college girls drawn into a hedonistic, violent underworld during spring break.
|
E247992
|
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: Spring Breakers | Statement: [James Franco, notableWork, Spring Breakers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Breakers Context triple: [James Franco, notableWork, Spring Breakers]
-
A.
Euphoria
Euphoria is a critically acclaimed HBO teen drama series known for its raw portrayal of addiction, identity, and sexuality, featuring Zendaya in a lead role.
-
B.
The Hills
The Hills is an artificial parkland on Governors Island in New York Harbor featuring landscaped slopes, walking paths, and elevated viewpoints of the city skyline and Statue of Liberty.
-
C.
This Is Our Youth
This Is Our Youth is a critically acclaimed stage play by Kenneth Lonergan that portrays the aimlessness and moral drift of affluent New York City teenagers in the early 1980s.
-
D.
O-Town
O-Town is an American boy band formed on the reality TV series "Making the Band," known for early-2000s pop hits like "Liquid Dreams" and "All or Nothing."
-
E.
O-Town
O-Town is a popular nickname for the city of Orlando, Florida, often used in local culture and media.
- 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: Spring Breakers Triple: [James Franco, notableWork, Spring Breakers]
Generated description
Spring Breakers is a 2012 neon-soaked crime drama film directed by Harmony Korine that follows four college girls drawn into a hedonistic, violent underworld during spring break.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Breakers Target entity description: Spring Breakers is a 2012 neon-soaked crime drama film directed by Harmony Korine that follows four college girls drawn into a hedonistic, violent underworld during spring break.
-
A.
Euphoria
Euphoria is a critically acclaimed HBO teen drama series known for its raw portrayal of addiction, identity, and sexuality, featuring Zendaya in a lead role.
-
B.
The Hills
The Hills is an artificial parkland on Governors Island in New York Harbor featuring landscaped slopes, walking paths, and elevated viewpoints of the city skyline and Statue of Liberty.
-
C.
This Is Our Youth
This Is Our Youth is a critically acclaimed stage play by Kenneth Lonergan that portrays the aimlessness and moral drift of affluent New York City teenagers in the early 1980s.
-
D.
O-Town
O-Town is an American boy band formed on the reality TV series "Making the Band," known for early-2000s pop hits like "Liquid Dreams" and "All or Nothing."
-
E.
O-Town
O-Town is a popular nickname for the city of Orlando, Florida, often used in local culture and media.
- 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0ea75d881909d4e176a432f32e8 |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b1284d0819093b041ede90d4c53 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bcfd2c481908f69df77f40655e2 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c4d9c04819086e3091bbbf16099 |
completed | March 9, 2026, 6:44 a.m. |
Created at: March 4, 2026, 7:47 p.m.