Triple

T8725510
Position Surface form Disambiguated ID Type / Status
Subject Ray Stevenson E207119 entity
Predicate playedCharacter P1507 FINISHED
Object Marcus Eaton
Marcus Eaton is a character from the "Divergent" film series, depicted as a member of the influential Eaton family within the dystopian faction-based society.
 E753055 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 Eaton | Statement: [Ray Stevenson, playedCharacter, Marcus Eaton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marcus Eaton
Context triple: [Ray Stevenson, playedCharacter, Marcus Eaton]
  • A. Robert Eaton
    Robert Eaton was an American businessman who was briefly married to Hollywood actress Lana Turner.
  • B. Alex Datcher
    Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
  • C. Evan Shelby
    Evan Shelby was a colonial-era frontiersman and militia officer in the American South, best known as the father of Revolutionary War hero and Kentucky’s first governor, Isaac Shelby.
  • D. Adam Ryen
    Adam Ryen is a voice actor best known for providing the voice of Cody in Disney's animated film "The Rescuers Down Under."
  • E. Devlin Elliott
    Devlin Elliott is an American theater and film producer best known as the husband of actor Nathan Lane.
  • 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 Eaton
Triple: [Ray Stevenson, playedCharacter, Marcus Eaton]
Generated description
Marcus Eaton is a character from the "Divergent" film series, depicted as a member of the influential Eaton family within the dystopian faction-based society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marcus Eaton
Target entity description: Marcus Eaton is a character from the "Divergent" film series, depicted as a member of the influential Eaton family within the dystopian faction-based society.
  • A. Robert Eaton
    Robert Eaton was an American businessman who was briefly married to Hollywood actress Lana Turner.
  • B. Alex Datcher
    Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
  • C. Evan Shelby
    Evan Shelby was a colonial-era frontiersman and militia officer in the American South, best known as the father of Revolutionary War hero and Kentucky’s first governor, Isaac Shelby.
  • D. Adam Ryen
    Adam Ryen is a voice actor best known for providing the voice of Cody in Disney's animated film "The Rescuers Down Under."
  • E. Devlin Elliott
    Devlin Elliott is an American theater and film producer best known as the husband of actor Nathan Lane.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d158b0481908249610458f97306 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf2912c4e08190a147fc31db6788d1 completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.