Triple

T7951454
Position Surface form Disambiguated ID Type / Status
Subject Deadliest Warrior E184622 entity
Predicate featuresHost P42287 FINISHED
Object Richard Machowicz
Richard Machowicz was a former U.S. Navy SEAL, television host, and weapons expert known for bringing military tactics and technology to mainstream audiences.
 E715476 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: Richard Machowicz | Statement: [Deadliest Warrior, featuresHost, Richard Machowicz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richard Machowicz
Context triple: [Deadliest Warrior, featuresHost, Richard Machowicz]
  • A. Michael Rachmil
    Michael Rachmil is a film producer best known for his work on the 1987 romantic comedy "Roxanne" starring Steve Martin.
  • B. Richard Rutowski
    Richard Rutowski is a filmmaker and writer best known for co-writing the screenplay of Oliver Stone’s controversial crime film "Natural Born Killers."
  • C. Mark Czyzewski
    Mark Czyzewski is an editor known for his work on the film "Greyhound."
  • D. Andrew Goczkowski
    Andrew Goczkowski is an American local government leader serving as the mayor of Des Plaines, Illinois.
  • E. Chris Malachowsky
    Chris Malachowsky is an American engineer and entrepreneur best known as a co-founder of NVIDIA, a leading technology company in graphics processing and AI computing.
  • 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: Richard Machowicz
Triple: [Deadliest Warrior, featuresHost, Richard Machowicz]
Generated description
Richard Machowicz was a former U.S. Navy SEAL, television host, and weapons expert known for bringing military tactics and technology to mainstream audiences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richard Machowicz
Target entity description: Richard Machowicz was a former U.S. Navy SEAL, television host, and weapons expert known for bringing military tactics and technology to mainstream audiences.
  • A. Michael Rachmil
    Michael Rachmil is a film producer best known for his work on the 1987 romantic comedy "Roxanne" starring Steve Martin.
  • B. Richard Rutowski
    Richard Rutowski is a filmmaker and writer best known for co-writing the screenplay of Oliver Stone’s controversial crime film "Natural Born Killers."
  • C. Mark Czyzewski
    Mark Czyzewski is an editor known for his work on the film "Greyhound."
  • D. Andrew Goczkowski
    Andrew Goczkowski is an American local government leader serving as the mayor of Des Plaines, Illinois.
  • E. Chris Malachowsky
    Chris Malachowsky is an American engineer and entrepreneur best known as a co-founder of NVIDIA, a leading technology company in graphics processing and AI computing.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5c95908190b6ee900d2b324574 completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbdf7679881909a14c4786c8e3e76 completed April 1, 2026, 6:40 a.m.
NEDg Description generation batch_69ccc30f1fc48190991e0caa9ea6e735 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd7eca618819081e0c5452c8b1960 completed April 1, 2026, 8:31 a.m.
Created at: March 30, 2026, 5:10 p.m.