Triple

T15982394
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Age of Extinction E387606 entity
Predicate castMember P1668 FINISHED
Object Mark Ryan
Mark Ryan is a British actor and voice artist best known for his work in the Transformers film series and various stage and television roles.
E1188678 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: Mark Ryan | Statement: [Transformers: Age of Extinction, castMember, Mark Ryan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark Ryan
Context triple: [Transformers: Age of Extinction, castMember, Mark Ryan]
  • A. Ted McGinley
    Ted McGinley is an American actor best known for his roles on television series such as "Married... with Children," "Happy Days," and "The Love Boat."
  • B. Nick Swardson
    Nick Swardson is an American comedian, actor, and writer known for his offbeat characters and frequent collaborations with Adam Sandler in various comedy films and TV shows.
  • C. Brad Garrett
    Brad Garrett is an American actor and stand-up comedian best known for his deep voice and Emmy-winning role as Robert Barone on the sitcom "Everybody Loves Raymond."
  • D. Scott Hendricks
    Scott Hendricks is an American record producer best known for his extensive work in country music with artists such as Faith Hill, Alan Jackson, and Blake Shelton.
  • E. Nick Searcy
    Nick Searcy is an American character actor and director known for his roles in film and television, including his portrayal of Chief Deputy Art Mullen on the TV series "Justified."
  • 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: Mark Ryan
Triple: [Transformers: Age of Extinction, castMember, Mark Ryan]
Generated description
Mark Ryan is a British actor and voice artist best known for his work in the Transformers film series and various stage and television roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark Ryan
Target entity description: Mark Ryan is a British actor and voice artist best known for his work in the Transformers film series and various stage and television roles.
  • A. Ted McGinley
    Ted McGinley is an American actor best known for his roles on television series such as "Married... with Children," "Happy Days," and "The Love Boat."
  • B. Nick Swardson
    Nick Swardson is an American comedian, actor, and writer known for his offbeat characters and frequent collaborations with Adam Sandler in various comedy films and TV shows.
  • C. Brad Garrett
    Brad Garrett is an American actor and stand-up comedian best known for his deep voice and Emmy-winning role as Robert Barone on the sitcom "Everybody Loves Raymond."
  • D. Scott Hendricks
    Scott Hendricks is an American record producer best known for his extensive work in country music with artists such as Faith Hill, Alan Jackson, and Blake Shelton.
  • E. Nick Searcy
    Nick Searcy is an American character actor and director known for his roles in film and television, including his portrayal of Chief Deputy Art Mullen on the TV series "Justified."
  • 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15755b5548190acfa29eecb11e675 completed April 16, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3cb0ed48190b35c19f3961f183b completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc5f664148190a1f400c28d31cafe completed May 9, 2026, 11:40 p.m.
NED2 Entity disambiguation (via description) batch_69ffc6f9b4f4819092600165241377f6 completed May 9, 2026, 11:44 p.m.
Created at: April 10, 2026, 4:54 a.m.