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.