Triple

T2246134
Position Surface form Disambiguated ID Type / Status
Subject Martin Walsh E49508 entity
Predicate notableWork P4 FINISHED
Object Jack Ryan: Shadow Recruit
Jack Ryan: Shadow Recruit is a 2014 action thriller film that reboots Tom Clancy’s CIA analyst character in a modern espionage setting.
E246832 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: Jack Ryan: Shadow Recruit | Statement: [Martin Walsh, notableWork, Jack Ryan: Shadow Recruit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jack Ryan: Shadow Recruit
Context triple: [Martin Walsh, notableWork, Jack Ryan: Shadow Recruit]
  • A. Jack Reacher: Never Go Back
    Jack Reacher: Never Go Back is a 2016 action thriller film starring Tom Cruise as ex-military investigator Jack Reacher, based on Lee Child’s novel of the same name.
  • B. Jack Ryan (Amazon television series)
    Jack Ryan is an Amazon Prime Video political action-thriller series based on Tom Clancy’s CIA analyst character, following his evolution from desk-bound intelligence officer to field operative confronting global threats.
  • C. Designated Survivor
    Designated Survivor is an American political thriller television series that follows a low-level cabinet member who unexpectedly becomes President after a catastrophic attack on the U.S. government.
  • D. The Great Raid
    The Great Raid is a 2005 World War II film dramatizing the rescue of Allied prisoners of war from a Japanese camp in the Philippines.
  • E. The Gray Man
    The Gray Man is a 2022 American action thriller film directed by Anthony and Joe Russo, starring Ryan Gosling and Chris Evans in a globe-trotting espionage story based on Mark Greaney’s novel.
  • 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: Jack Ryan: Shadow Recruit
Triple: [Martin Walsh, notableWork, Jack Ryan: Shadow Recruit]
Generated description
Jack Ryan: Shadow Recruit is a 2014 action thriller film that reboots Tom Clancy’s CIA analyst character in a modern espionage setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jack Ryan: Shadow Recruit
Target entity description: Jack Ryan: Shadow Recruit is a 2014 action thriller film that reboots Tom Clancy’s CIA analyst character in a modern espionage setting.
  • A. Jack Reacher: Never Go Back
    Jack Reacher: Never Go Back is a 2016 action thriller film starring Tom Cruise as ex-military investigator Jack Reacher, based on Lee Child’s novel of the same name.
  • B. Jack Ryan (Amazon television series)
    Jack Ryan is an Amazon Prime Video political action-thriller series based on Tom Clancy’s CIA analyst character, following his evolution from desk-bound intelligence officer to field operative confronting global threats.
  • C. Designated Survivor
    Designated Survivor is an American political thriller television series that follows a low-level cabinet member who unexpectedly becomes President after a catastrophic attack on the U.S. government.
  • D. The Great Raid
    The Great Raid is a 2005 World War II film dramatizing the rescue of Allied prisoners of war from a Japanese camp in the Philippines.
  • E. The Gray Man
    The Gray Man is a 2022 American action thriller film directed by Anthony and Joe Russo, starring Ryan Gosling and Chris Evans in a globe-trotting espionage story based on Mark Greaney’s novel.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ea75d881909d4e176a432f32e8 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b147b388190a20a604cc176191f completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6b9edb688190a4e6e4a4ddf964f3 completed March 9, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_69ae6bfbb6cc81909d647b3875450b4b completed March 9, 2026, 6:43 a.m.
Created at: March 4, 2026, 7:47 p.m.