Triple

T13796772
Position Surface form Disambiguated ID Type / Status
Subject Enter the Ninja E331536 entity
Predicate cinematographyBy P1953 FINISHED
Object David Gurfinkel
David Gurfinkel is a cinematographer known for his work on action and genre films, including the 1981 martial arts movie "Enter the Ninja."
E1061758 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 Gurfinkel | Statement: [Enter the Ninja, cinematographyBy, David Gurfinkel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Gurfinkel
Context triple: [Enter the Ninja, cinematographyBy, David Gurfinkel]
  • A. Wolfram Burgard
    Wolfram Burgard is a German computer scientist and roboticist known for his influential work in probabilistic robotics, autonomous navigation, and artificial intelligence.
  • B. Jean-Claude Grumberg
    Jean-Claude Grumberg is a French playwright and screenwriter known for his works addressing the Holocaust, memory, and social injustice.
  • C. David Herman
    David Herman is an American actor and comedian best known as an original cast member of MADtv and for his voice work on the animated series King of the Hill.
  • D. Thomas A. Henzinger
    Thomas A. Henzinger is a prominent computer scientist known for his foundational work in formal verification, hybrid systems, and the theory of real-time and embedded systems.
  • E. Sally Floyd
    Sally Floyd was a pioneering computer scientist best known for her influential work on Internet congestion control and active queue management, including the development of Random Early Detection (RED) algorithms.
  • 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 Gurfinkel
Triple: [Enter the Ninja, cinematographyBy, David Gurfinkel]
Generated description
David Gurfinkel is a cinematographer known for his work on action and genre films, including the 1981 martial arts movie "Enter the Ninja."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Gurfinkel
Target entity description: David Gurfinkel is a cinematographer known for his work on action and genre films, including the 1981 martial arts movie "Enter the Ninja."
  • A. Wolfram Burgard
    Wolfram Burgard is a German computer scientist and roboticist known for his influential work in probabilistic robotics, autonomous navigation, and artificial intelligence.
  • B. Jean-Claude Grumberg
    Jean-Claude Grumberg is a French playwright and screenwriter known for his works addressing the Holocaust, memory, and social injustice.
  • C. David Herman
    David Herman is an American actor and comedian best known as an original cast member of MADtv and for his voice work on the animated series King of the Hill.
  • D. Thomas A. Henzinger
    Thomas A. Henzinger is a prominent computer scientist known for his foundational work in formal verification, hybrid systems, and the theory of real-time and embedded systems.
  • E. Sally Floyd
    Sally Floyd was a pioneering computer scientist best known for her influential work on Internet congestion control and active queue management, including the development of Random Early Detection (RED) algorithms.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de025be1f08190aac525d72d7dc0c3 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b086d6d48190b823ed0a4403fbc5 completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b138158c8190957d43d529c37fa4 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b1e0ab948190a046a68aa5e029a6 completed May 3, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:11 p.m.