Triple

T1771112
Position Surface form Disambiguated ID Type / Status
Subject Fifty Shades Darker E38875 entity
Predicate starring P1507 FINISHED
Object Rita Ora
Rita Ora is a British singer, songwriter, and actress known for her hit pop songs and film roles, including her appearance in the Fifty Shades film series.
 E201653 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: Rita Ora | Statement: [Fifty Shades Darker, starring, Rita Ora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rita Ora
Context triple: [Fifty Shades Darker, starring, Rita Ora]
  • A. Soraya Khalifa
    Soraya Khalifa is a character in Salman Rushdie’s novel "Haroun and the Sea of Stories," depicted as Haroun’s mother whose departure from the family sets the story’s emotional journey in motion.
  • B. Tilly Grosser
    Tilly Grosser was the first wife of Austrian neurologist and Holocaust survivor Viktor Frankl, who perished during the Holocaust.
  • C. Fantasia Barrino
    Fantasia Barrino is an American R&B singer and actress who rose to fame as the winner of the third season of American Idol.
  • D. Jessie Reyez
    Jessie Reyez is a Canadian singer-songwriter known for her raw, emotive vocals and confessional R&B and pop songs such as "Figures" and her EP "Kiddo."
  • E. Demi Lovato
    Demi Lovato is an American singer, songwriter, and actress known for her powerful vocals, pop hits, and advocacy for mental health awareness.
  • 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: Rita Ora
Triple: [Fifty Shades Darker, starring, Rita Ora]
Generated description
Rita Ora is a British singer, songwriter, and actress known for her hit pop songs and film roles, including her appearance in the Fifty Shades film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rita Ora
Target entity description: Rita Ora is a British singer, songwriter, and actress known for her hit pop songs and film roles, including her appearance in the Fifty Shades film series.
  • A. Soraya Khalifa
    Soraya Khalifa is a character in Salman Rushdie’s novel "Haroun and the Sea of Stories," depicted as Haroun’s mother whose departure from the family sets the story’s emotional journey in motion.
  • B. Tilly Grosser
    Tilly Grosser was the first wife of Austrian neurologist and Holocaust survivor Viktor Frankl, who perished during the Holocaust.
  • C. Fantasia Barrino
    Fantasia Barrino is an American R&B singer and actress who rose to fame as the winner of the third season of American Idol.
  • D. Jessie Reyez
    Jessie Reyez is a Canadian singer-songwriter known for her raw, emotive vocals and confessional R&B and pop songs such as "Figures" and her EP "Kiddo."
  • E. Demi Lovato
    Demi Lovato is an American singer, songwriter, and actress known for her powerful vocals, pop hits, and advocacy for mental health awareness.
  • 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa648fe908819098fd27b74b17fabb completed March 6, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5c727e48190b934e9b97b084c7a completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b3c0a48190bf5f3a32d8862c54 completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb97b8c8081909a806d16efd5882b completed March 8, 2026, 6:01 p.m.
Created at: March 4, 2026, 7:31 p.m.