Triple

T6278703
Position Surface form Disambiguated ID Type / Status
Subject Sapphire E140725 entity
Predicate birthName P65 FINISHED
Object Ramona Lofton
Ramona Lofton, better known by her pen name Sapphire, is an American author and performance poet best known for her novel "Push," which was adapted into the film "Precious."
 E626630 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: Ramona Lofton | Statement: [Sapphire, birthName, Ramona Lofton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ramona Lofton
Context triple: [Sapphire, birthName, Ramona Lofton]
  • A. Juanita Vanoy
    Juanita Vanoy is a former model and Chicago-based real estate professional best known as the ex-wife of basketball legend Michael Jordan.
  • B. Doria Ragland
    Doria Ragland is an American social worker, yoga instructor, and former makeup artist best known as the mother of Meghan, Duchess of Sussex.
  • C. Lyla Winston
    Lyla Winston is a recurring character in the television series "Sons of Anarchy," known as Opie Winston’s wife and a former porn star trying to build a more stable life for her family.
  • D. Maria Mauban
    Maria Mauban was a French actress known for her roles in European cinema of the 1940s and 1950s, including notable performances in Italian neorealist and French films.
  • E. Diana Rathbun
    Diana Rathbun is a film producer best known for her work on the epic historical war movie "Troy."
  • 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: Ramona Lofton
Triple: [Sapphire, birthName, Ramona Lofton]
Generated description
Ramona Lofton, better known by her pen name Sapphire, is an American author and performance poet best known for her novel "Push," which was adapted into the film "Precious."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ramona Lofton
Target entity description: Ramona Lofton, better known by her pen name Sapphire, is an American author and performance poet best known for her novel "Push," which was adapted into the film "Precious."
  • A. Juanita Vanoy
    Juanita Vanoy is a former model and Chicago-based real estate professional best known as the ex-wife of basketball legend Michael Jordan.
  • B. Doria Ragland
    Doria Ragland is an American social worker, yoga instructor, and former makeup artist best known as the mother of Meghan, Duchess of Sussex.
  • C. Lyla Winston
    Lyla Winston is a recurring character in the television series "Sons of Anarchy," known as Opie Winston’s wife and a former porn star trying to build a more stable life for her family.
  • D. Maria Mauban
    Maria Mauban was a French actress known for her roles in European cinema of the 1940s and 1950s, including notable performances in Italian neorealist and French films.
  • E. Diana Rathbun
    Diana Rathbun is a film producer best known for her work on the epic historical war movie "Troy."
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063dc55d48190b5ed48a50f3a742e completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7487f26048190aeed34af6f0a8387 completed March 28, 2026, 3:18 a.m.
NEDg Description generation batch_69c749901de081908e5c3ccd324e8191 completed March 28, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c74a0bcddc819084b22925cf57a205 completed March 28, 2026, 3:24 a.m.
Created at: March 22, 2026, 4:26 p.m.