Triple

T22599576
Position Surface form Disambiguated ID Type / Status
Subject Hitman: Agent 47 E574776 entity
Predicate character P662 FINISHED
Object Dr. Litvenko
Dr. Litvenko is a key scientist in the Hitman: Agent 47 film, known for creating the genetically engineered assassin program that produced Agent 47.
E1544263 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: Dr. Litvenko | Statement: [Hitman: Agent 47, character, Dr. Litvenko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Litvenko
Context triple: [Hitman: Agent 47, character, Dr. Litvenko]
  • A. Dr. Petrov
    Dr. Petrov is a minor Soviet medical officer aboard the submarine Red October in Tom Clancy’s Cold War thriller "The Hunt for Red October."
  • B. Dr. Hans Zarkov
    Dr. Hans Zarkov is a brilliant but eccentric scientist and ally of Flash Gordon in the classic science fiction adventure series.
  • C. Dr. Kosevich
    Dr. Kosevich is a comedic obstetrician character in the 1995 romantic comedy film "Nine Months."
  • D. Valery Legasov
    Valery Legasov was a Soviet inorganic chemist and a leading member of the commission investigating the Chernobyl nuclear disaster, known for his crucial role in documenting and exposing its causes and consequences.
  • E. Professor Serebryakov
    Professor Serebryakov is an aging, self-absorbed academic whose arrival at his rural estate disrupts the lives and exposes the frustrations of the other characters in Anton Chekhov’s play "Uncle Vanya."
  • 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: Dr. Litvenko
Triple: [Hitman: Agent 47, character, Dr. Litvenko]
Generated description
Dr. Litvenko is a key scientist in the Hitman: Agent 47 film, known for creating the genetically engineered assassin program that produced Agent 47.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Litvenko
Target entity description: Dr. Litvenko is a key scientist in the Hitman: Agent 47 film, known for creating the genetically engineered assassin program that produced Agent 47.
  • A. Dr. Petrov
    Dr. Petrov is a minor Soviet medical officer aboard the submarine Red October in Tom Clancy’s Cold War thriller "The Hunt for Red October."
  • B. Dr. Hans Zarkov
    Dr. Hans Zarkov is a brilliant but eccentric scientist and ally of Flash Gordon in the classic science fiction adventure series.
  • C. Dr. Kosevich
    Dr. Kosevich is a comedic obstetrician character in the 1995 romantic comedy film "Nine Months."
  • D. Valery Legasov
    Valery Legasov was a Soviet inorganic chemist and a leading member of the commission investigating the Chernobyl nuclear disaster, known for his crucial role in documenting and exposing its causes and consequences.
  • E. Professor Serebryakov
    Professor Serebryakov is an aging, self-absorbed academic whose arrival at his rural estate disrupts the lives and exposes the frustrations of the other characters in Anton Chekhov’s play "Uncle Vanya."
  • 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_69e245bc11308190b69d794d5d1e0bb6 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1626b5f5481909a104088d1c96720 completed April 29, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d659f988190a3b33666ddf6e680 completed May 18, 2026, 4:25 p.m.
NEDg Description generation batch_6a0b3e34494881908a06eeabafbfb94a completed May 18, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3f0d4e1c819091919aa6107df8a5 completed May 18, 2026, 4:32 p.m.
Created at: April 17, 2026, 2:50 p.m.