Triple

T3759957
Position Surface form Disambiguated ID Type / Status
Subject Danny Ocean E82136 entity
Predicate associatedWith P37 FINISHED
Object Virgil Malloy
Virgil Malloy is a skilled driver and member of Danny Ocean’s heist crew in the "Ocean’s" film series.
 E385763 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: Virgil Malloy | Statement: [Danny Ocean, associatedWith, Virgil Malloy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Virgil Malloy
Context triple: [Danny Ocean, associatedWith, Virgil Malloy]
  • A. Gus Williams
    Gus Williams is a former American professional basketball guard best known for starring with the Seattle SuperSonics in the late 1970s and early 1980s.
  • B. Bobby Morrow
    Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
  • C. Roy Tarpley
    Roy Tarpley was an American professional basketball player, best known as a talented but troubled Dallas Mavericks big man whose NBA career was derailed by substance abuse issues.
  • D. David Rivers
    David Rivers is a former American professional basketball player best known for his standout college career at Notre Dame and subsequent play in the NBA and top European leagues.
  • E. Kareem "Biggs" Burke
    Kareem "Biggs" Burke is an American music executive and entrepreneur best known as a co-founder of the influential hip-hop label Roc-A-Fella Records.
  • 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: Virgil Malloy
Triple: [Danny Ocean, associatedWith, Virgil Malloy]
Generated description
Virgil Malloy is a skilled driver and member of Danny Ocean’s heist crew in the "Ocean’s" film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Virgil Malloy
Target entity description: Virgil Malloy is a skilled driver and member of Danny Ocean’s heist crew in the "Ocean’s" film series.
  • A. Gus Williams
    Gus Williams is a former American professional basketball guard best known for starring with the Seattle SuperSonics in the late 1970s and early 1980s.
  • B. Bobby Morrow
    Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
  • C. Roy Tarpley
    Roy Tarpley was an American professional basketball player, best known as a talented but troubled Dallas Mavericks big man whose NBA career was derailed by substance abuse issues.
  • D. David Rivers
    David Rivers is a former American professional basketball player best known for his standout college career at Notre Dame and subsequent play in the NBA and top European leagues.
  • E. Kareem "Biggs" Burke
    Kareem "Biggs" Burke is an American music executive and entrepreneur best known as a co-founder of the influential hip-hop label Roc-A-Fella Records.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbc3d3f48190974cec104080949f completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e5172abc81909cfa709ea866dc57 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e65f868c819099b4fbf129773e6d completed March 14, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b4e6bc95cc8190852b833e111cd889 completed March 14, 2026, 4:40 a.m.
Created at: March 8, 2026, 3:35 p.m.