Triple

T1771104
Position Surface form Disambiguated ID Type / Status
Subject Fifty Shades Darker E38875 entity
Predicate producer P490 FINISHED
Object Marcus Viscidi
Marcus Viscidi is a film producer known for his work on major studio projects, including the erotic romantic drama sequel "Fifty Shades Darker."
 E199726 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: Marcus Viscidi | Statement: [Fifty Shades Darker, producer, Marcus Viscidi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marcus Viscidi
Context triple: [Fifty Shades Darker, producer, Marcus Viscidi]
  • A. Cornelius
    Cornelius is the given first name of Connie Mack, the legendary early 20th-century Major League Baseball manager and team owner.
  • B. Ulpius
    Ulpius is the family name (nomen gentilicium) of the Roman emperor Trajan, identifying him as a member of the gens Ulpia.
  • C. Marshal Catinat
    Marshal Catinat was a prominent 17th-century French general and Marshal of France, noted for his disciplined leadership and key victories under Louis XIV.
  • D. Lúcio
    Lúcio is a Brazilian architect and urban planner best known as the principal designer of Brasília, the country’s modernist capital city.
  • E. Faustulus
    Faustulus is the shepherd in Roman mythology who discovers the abandoned twins Romulus and Remus and secretly raises them.
  • 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: Marcus Viscidi
Triple: [Fifty Shades Darker, producer, Marcus Viscidi]
Generated description
Marcus Viscidi is a film producer known for his work on major studio projects, including the erotic romantic drama sequel "Fifty Shades Darker."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marcus Viscidi
Target entity description: Marcus Viscidi is a film producer known for his work on major studio projects, including the erotic romantic drama sequel "Fifty Shades Darker."
  • A. Cornelius
    Cornelius is the given first name of Connie Mack, the legendary early 20th-century Major League Baseball manager and team owner.
  • B. Ulpius
    Ulpius is the family name (nomen gentilicium) of the Roman emperor Trajan, identifying him as a member of the gens Ulpia.
  • C. Marshal Catinat
    Marshal Catinat was a prominent 17th-century French general and Marshal of France, noted for his disciplined leadership and key victories under Louis XIV.
  • D. Lúcio
    Lúcio is a Brazilian architect and urban planner best known as the principal designer of Brasília, the country’s modernist capital city.
  • E. Faustulus
    Faustulus is the shepherd in Roman mythology who discovers the abandoned twins Romulus and Remus and secretly raises them.
  • 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_69ada9936f5881909b78bda48039916a completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adae9845f081908904030f7a10df63 completed March 8, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69adafa3494c8190b34a6930cf38ca40 completed March 8, 2026, 5:19 p.m.
Created at: March 4, 2026, 7:31 p.m.