Triple

T2848850
Position Surface form Disambiguated ID Type / Status
Subject Rambo: Last Blood E63044 entity
Predicate producer P490 FINISHED
Object Yariv Lerner
Yariv Lerner is a film producer best known for his work on action movies, including serving as a producer on "Rambo: Last Blood."
 E306651 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: Yariv Lerner | Statement: [Rambo: Last Blood, producer, Yariv Lerner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yariv Lerner
Context triple: [Rambo: Last Blood, producer, Yariv Lerner]
  • A. Doron Peled
    Doron Peled is a computer scientist known for his contributions to formal methods and model checking, particularly in collaboration with Edmund M. Clarke.
  • B. Yoav Nir
    Yoav Nir is a computer scientist and cryptography expert known for his work on internet security standards, including co-authoring RFC 7539 on the ChaCha20 and Poly1305 encryption algorithms.
  • C. Ephraim Katzir
    Ephraim Katzir was an Israeli biophysicist and politician who served as the fourth President of Israel and was renowned for his pioneering work in the field of protein chemistry.
  • D. Oded Maler
    Oded Maler is a computer scientist known for his contributions to formal verification, hybrid systems, and real-time systems theory.
  • E. Ilan Eshkeri
    Ilan Eshkeri is a British composer known for his orchestral film scores and collaborations on movies, television, and video games.
  • 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: Yariv Lerner
Triple: [Rambo: Last Blood, producer, Yariv Lerner]
Generated description
Yariv Lerner is a film producer best known for his work on action movies, including serving as a producer on "Rambo: Last Blood."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yariv Lerner
Target entity description: Yariv Lerner is a film producer best known for his work on action movies, including serving as a producer on "Rambo: Last Blood."
  • A. Doron Peled
    Doron Peled is a computer scientist known for his contributions to formal methods and model checking, particularly in collaboration with Edmund M. Clarke.
  • B. Yoav Nir
    Yoav Nir is a computer scientist and cryptography expert known for his work on internet security standards, including co-authoring RFC 7539 on the ChaCha20 and Poly1305 encryption algorithms.
  • C. Ephraim Katzir
    Ephraim Katzir was an Israeli biophysicist and politician who served as the fourth President of Israel and was renowned for his pioneering work in the field of protein chemistry.
  • D. Oded Maler
    Oded Maler is a computer scientist known for his contributions to formal verification, hybrid systems, and real-time systems theory.
  • E. Ilan Eshkeri
    Ilan Eshkeri is a British composer known for his orchestral film scores and collaborations on movies, television, and video games.
  • 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf41ac24819087c5b72e3b84117c completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03141ec9c8190b8163fdfc00c1ee3 completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b031f7d0fc8190a77e349bd4cdd8a7 completed March 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69b033db495c8190bb6989210d72307b completed March 10, 2026, 3:08 p.m.
Created at: March 6, 2026, 10:02 p.m.