Triple

T6587840
Position Surface form Disambiguated ID Type / Status
Subject Aaron Taylor-Johnson E159270 entity
Predicate portrayed P1668 FINISHED
Object Ray Marcus
Ray Marcus is a violent and menacing antagonist from the psychological thriller film "Nocturnal Animals."
E602572 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: Ray Marcus | Statement: [Aaron Taylor-Johnson, portrayed, Ray Marcus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray Marcus
Context triple: [Aaron Taylor-Johnson, portrayed, Ray Marcus]
  • A. Roderic Dallas
    Roderic Dallas was a distinguished Australian fighter ace of World War I who became one of the leading pilots in British naval aviation.
  • B. Art Marcum
    Art Marcum is an American screenwriter best known for co-writing major Hollywood films such as Iron Man and the video game adaptation Uncharted.
  • C. Marcus T. Paulk
    Marcus T. Paulk is an American actor and rapper best known for his role as Myles Mitchell on the television sitcom "Moesha."
  • D. Jack Mara
    Jack Mara is a co-owner of the New York Giants NFL franchise and a member of the Mara family, long associated with the team's ownership and management.
  • E. Richard Fortus
    Richard Fortus is an American rock guitarist best known for his long-running role as a touring and recording member of Guns N' Roses.
  • 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: Ray Marcus
Triple: [Aaron Taylor-Johnson, portrayed, Ray Marcus]
Generated description
Ray Marcus is a violent and menacing antagonist from the psychological thriller film "Nocturnal Animals."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray Marcus
Target entity description: Ray Marcus is a violent and menacing antagonist from the psychological thriller film "Nocturnal Animals."
  • A. Roderic Dallas
    Roderic Dallas was a distinguished Australian fighter ace of World War I who became one of the leading pilots in British naval aviation.
  • B. Art Marcum
    Art Marcum is an American screenwriter best known for co-writing major Hollywood films such as Iron Man and the video game adaptation Uncharted.
  • C. Marcus T. Paulk
    Marcus T. Paulk is an American actor and rapper best known for his role as Myles Mitchell on the television sitcom "Moesha."
  • D. Jack Mara
    Jack Mara is a co-owner of the New York Giants NFL franchise and a member of the Mara family, long associated with the team's ownership and management.
  • E. Richard Fortus
    Richard Fortus is an American rock guitarist best known for his long-running role as a touring and recording member of Guns N' Roses.
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeb0e9d88190aa861e742ff6804e completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbb00cc48190a49afdb82a267043 completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd417d288190868e9709deb4b28a completed March 27, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce6be1f88190bc8b90bf90c6dc55 completed March 27, 2026, 6:37 p.m.
Created at: March 27, 2026, 1:55 p.m.