Triple
T1416467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forest Whitaker |
E31928
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object |
Hope Floats
Hope Floats is a 1998 romantic drama film starring Sandra Bullock as a woman rebuilding her life after a public humiliation and divorce in her Texas hometown.
|
E161717
|
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: Hope Floats | Statement: [Forest Whitaker, directed, Hope Floats]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hope Floats Context triple: [Forest Whitaker, directed, Hope Floats]
-
A.
Like the Sea
"Like the Sea" is a soulful R&B ballad by Alicia Keys from her album "The Element of Freedom," noted for its serene, metaphor-rich lyrics and gentle, flowing melody.
-
B.
Spirit on the Water
"Spirit on the Water" is a reflective, blues-inflected song by Bob Dylan from his 2006 album *Modern Times*, noted for its laid-back groove and lyrical blend of romance, humor, and spiritual allusion.
-
C.
High Hopes
"High Hopes" is a 2014 studio album by American rock musician Bruce Springsteen that features reinterpretations of older material, covers, and outtakes, prominently including contributions from guitarist Tom Morello.
-
D.
HOPE
HOPE is a famous pop art sculpture and graphic work by Robert Indiana that echoes his iconic LOVE design, featuring the word “HOPE” in bold, stacked letters.
-
E.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
- 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: Hope Floats Triple: [Forest Whitaker, directed, Hope Floats]
Generated description
Hope Floats is a 1998 romantic drama film starring Sandra Bullock as a woman rebuilding her life after a public humiliation and divorce in her Texas hometown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hope Floats Target entity description: Hope Floats is a 1998 romantic drama film starring Sandra Bullock as a woman rebuilding her life after a public humiliation and divorce in her Texas hometown.
-
A.
Like the Sea
"Like the Sea" is a soulful R&B ballad by Alicia Keys from her album "The Element of Freedom," noted for its serene, metaphor-rich lyrics and gentle, flowing melody.
-
B.
Spirit on the Water
"Spirit on the Water" is a reflective, blues-inflected song by Bob Dylan from his 2006 album *Modern Times*, noted for its laid-back groove and lyrical blend of romance, humor, and spiritual allusion.
-
C.
High Hopes
"High Hopes" is a 2014 studio album by American rock musician Bruce Springsteen that features reinterpretations of older material, covers, and outtakes, prominently including contributions from guitarist Tom Morello.
-
D.
HOPE
HOPE is a famous pop art sculpture and graphic work by Robert Indiana that echoes his iconic LOVE design, featuring the word “HOPE” in bold, stacked letters.
-
E.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
- 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c403ccdc8190b2a5fda037b6ea34 |
completed | March 1, 2026, 10:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace5833bb88190bcaf8cf46264ab26 |
completed | March 8, 2026, 2:57 a.m. |
| NEDg | Description generation | batch_69ace61c6f348190bba7717b1bd7f24a |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace6eeb99081908ac23a6c71faeae6 |
completed | March 8, 2026, 3:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.