Triple

T2848847
Position Surface form Disambiguated ID Type / Status
Subject Rambo: Last Blood E63044 entity
Predicate director P255 FINISHED
Object Adrian Grunberg
Adrian Grunberg is a film director and assistant director known for his work on action movies, including directing "Rambo: Last Blood" and "Get the Gringo."
 E305849 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: Adrian Grunberg | Statement: [Rambo: Last Blood, director, Adrian Grunberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adrian Grunberg
Context triple: [Rambo: Last Blood, director, Adrian Grunberg]
  • A. Jesse Lafser
    Jesse Lafser is an American singer-songwriter known for her folk- and Americana-influenced music and introspective songwriting.
  • B. Joey Luft
    Joey Luft is an American television producer and occasional actor best known as the son of legendary entertainer Judy Garland and producer Sidney Luft.
  • C. Andrew Miano
    Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
  • D. Joel Stransky
    Joel Stransky is a former South African rugby union fly-half best known for kicking the winning drop goal in the 1995 Rugby World Cup final.
  • E. Nicky Arnstein
    Nicky Arnstein was a real-life early 20th-century gambler and con artist best known as the charismatic but troubled husband of entertainer Fanny Brice, whose relationship was dramatized in the musical and film "Funny Girl."
  • 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: Adrian Grunberg
Triple: [Rambo: Last Blood, director, Adrian Grunberg]
Generated description
Adrian Grunberg is a film director and assistant director known for his work on action movies, including directing "Rambo: Last Blood" and "Get the Gringo."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adrian Grunberg
Target entity description: Adrian Grunberg is a film director and assistant director known for his work on action movies, including directing "Rambo: Last Blood" and "Get the Gringo."
  • A. Jesse Lafser
    Jesse Lafser is an American singer-songwriter known for her folk- and Americana-influenced music and introspective songwriting.
  • B. Joey Luft
    Joey Luft is an American television producer and occasional actor best known as the son of legendary entertainer Judy Garland and producer Sidney Luft.
  • C. Andrew Miano
    Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
  • D. Joel Stransky
    Joel Stransky is a former South African rugby union fly-half best known for kicking the winning drop goal in the 1995 Rugby World Cup final.
  • E. Nicky Arnstein
    Nicky Arnstein was a real-life early 20th-century gambler and con artist best known as the charismatic but troubled husband of entertainer Fanny Brice, whose relationship was dramatized in the musical and film "Funny Girl."
  • 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_69b01d81e76c8190aae5e6dd9b13e28b completed March 10, 2026, 1:32 p.m.
NEDg Description generation batch_69b021996bdc8190843be464e761b7a9 completed March 10, 2026, 1:50 p.m.
NED2 Entity disambiguation (via description) batch_69b0222eb4448190a9f731adbce78e01 completed March 10, 2026, 1:52 p.m.
Created at: March 6, 2026, 10:02 p.m.