Triple

T6627905
Position Surface form Disambiguated ID Type / Status
Subject Arrow E149849 entity
Predicate starring P1507 FINISHED
Object David Ramsey
David Ramsey is an American actor best known for playing John Diggle, a close ally of Oliver Queen, on the television series "Arrow."
E600901 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: David Ramsey | Statement: [Arrow, starring, David Ramsey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Ramsey
Context triple: [Arrow, starring, David Ramsey]
  • A. Leon Allen Goslin
    Leon Allen "Goose" Goslin was a Hall of Fame American Major League Baseball left fielder known for his powerful hitting during the 1920s and 1930s.
  • B. Jason Shuman
    Jason Shuman is a film and television producer known for his work on projects such as the sports drama series "Winning Time: The Rise of the Lakers Dynasty."
  • C. Jonathan Tucker
    Jonathan Tucker is an American actor known for his intense, character-driven roles in film and television, including prominent performances in series like "Kingdom," "Westworld," and "City on a Hill."
  • D. Jeffrey Dean
    Jeffrey Dean is a prominent American computer scientist and software engineer best known for his influential work on large-scale distributed systems and infrastructure at Google.
  • E. Marc Bell
    Marc Bell is a Canadian cartoonist and artist known for his surreal, densely detailed comics and contributions to the alternative and underground comics scene.
  • 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: David Ramsey
Triple: [Arrow, starring, David Ramsey]
Generated description
David Ramsey is an American actor best known for playing John Diggle, a close ally of Oliver Queen, on the television series "Arrow."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Ramsey
Target entity description: David Ramsey is an American actor best known for playing John Diggle, a close ally of Oliver Queen, on the television series "Arrow."
  • A. Leon Allen Goslin
    Leon Allen "Goose" Goslin was a Hall of Fame American Major League Baseball left fielder known for his powerful hitting during the 1920s and 1930s.
  • B. Jason Shuman
    Jason Shuman is a film and television producer known for his work on projects such as the sports drama series "Winning Time: The Rise of the Lakers Dynasty."
  • C. Jonathan Tucker
    Jonathan Tucker is an American actor known for his intense, character-driven roles in film and television, including prominent performances in series like "Kingdom," "Westworld," and "City on a Hill."
  • D. Jeffrey Dean
    Jeffrey Dean is a prominent American computer scientist and software engineer best known for his influential work on large-scale distributed systems and infrastructure at Google.
  • E. Marc Bell
    Marc Bell is a Canadian cartoonist and artist known for his surreal, densely detailed comics and contributions to the alternative and underground comics scene.
  • 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_69c687ee50048190aa151765bef16193 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afa2e4a48190ba3c70013bab14f2 completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbe690548190a771bb1ec8d3aacf completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd0a98908190a5725c49bad7589d completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdcf14508190876faa73f5eec884 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:59 p.m.