Triple

T2785942
Position Surface form Disambiguated ID Type / Status
Subject Rambo: First Blood Part II E61810 entity
Predicate editedBy P1954 FINISHED
Object Mark Helfrich
Mark Helfrich is an American film editor best known for his work on action and comedy films, including collaborations with director Brett Ratner.
 E300145 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: Mark Helfrich | Statement: [Rambo: First Blood Part II, editedBy, Mark Helfrich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Helfrich
Context triple: [Rambo: First Blood Part II, editedBy, Mark Helfrich]
  • A. Mark Helfrich
    Mark Helfrich is an American football coach best known for leading the University of Oregon Ducks, including a run to the first College Football Playoff National Championship game in the 2014 season.
  • B. Slade Gorton
    Slade Gorton was an American Republican politician from Washington who served as a U.S. Senator and later as a member of the 9/11 Commission.
  • C. Ed Murray
    Ed Murray is an American politician who served as the 53rd mayor of Seattle and previously spent many years in the Washington State Legislature.
  • D. Ted Kulongoski
    Ted Kulongoski is an American Democratic politician and attorney who served as the 36th governor of Oregon from 2003 to 2011.
  • E. Bob Ferguson
    Bob Ferguson was an American country music record producer known for his influential work with major artists in the 1960s and 1970s.
  • 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: Mark Helfrich
Triple: [Rambo: First Blood Part II, editedBy, Mark Helfrich]
Generated description
Mark Helfrich is an American film editor best known for his work on action and comedy films, including collaborations with director Brett Ratner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Helfrich
Target entity description: Mark Helfrich is an American film editor best known for his work on action and comedy films, including collaborations with director Brett Ratner.
  • A. Mark Helfrich
    Mark Helfrich is an American football coach best known for leading the University of Oregon Ducks, including a run to the first College Football Playoff National Championship game in the 2014 season.
  • B. Slade Gorton
    Slade Gorton was an American Republican politician from Washington who served as a U.S. Senator and later as a member of the 9/11 Commission.
  • C. Ed Murray
    Ed Murray is an American politician who served as the 53rd mayor of Seattle and previously spent many years in the Washington State Legislature.
  • D. Ted Kulongoski
    Ted Kulongoski is an American Democratic politician and attorney who served as the 36th governor of Oregon from 2003 to 2011.
  • E. Bob Ferguson
    Bob Ferguson was an American country music record producer known for his influential work with major artists in the 1960s and 1970s.
  • 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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddaf223c8190959bb0b336e5b7c0 completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6526d0c81908df1710709cc5346 completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afc852c0988190bba816db0940139f completed March 10, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69afc8b333848190bf4bfbc31f9c5147 completed March 10, 2026, 7:30 a.m.
Created at: March 6, 2026, 9:57 p.m.