Triple

T7951398
Position Surface form Disambiguated ID Type / Status
Subject 1000 Ways to Die E184621 entity
Predicate createdBy P806 FINISHED
Object Thom Beers
Thom Beers is an American television producer and narrator best known for creating and producing gritty, reality-based series such as "Deadliest Catch" and other shows focused on dangerous occupations and extreme situations.
 E708295 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: Thom Beers | Statement: [1000 Ways to Die, createdBy, Thom Beers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thom Beers
Context triple: [1000 Ways to Die, createdBy, Thom Beers]
  • A. Mike Beedle
    Mike Beedle was a software engineer, author, and early proponent of agile and Scrum methodologies who helped popularize agile software development practices worldwide.
  • B. Harry Bradbeer
    Harry Bradbeer is a British television and film director best known for his work on acclaimed series like "Fleabag" and the mystery film "Enola Holmes."
  • C. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • D. Michael Krieger
    Michael Krieger is a fictional character appearing in the story of "Watch Over Me."
  • E. Ed Schafer
    Ed Schafer is an American politician and businessman who served as Governor of North Dakota and later as the United States Secretary of Agriculture under President George W. Bush.
  • 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: Thom Beers
Triple: [1000 Ways to Die, createdBy, Thom Beers]
Generated description
Thom Beers is an American television producer and narrator best known for creating and producing gritty, reality-based series such as "Deadliest Catch" and other shows focused on dangerous occupations and extreme situations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thom Beers
Target entity description: Thom Beers is an American television producer and narrator best known for creating and producing gritty, reality-based series such as "Deadliest Catch" and other shows focused on dangerous occupations and extreme situations.
  • A. Mike Beedle
    Mike Beedle was a software engineer, author, and early proponent of agile and Scrum methodologies who helped popularize agile software development practices worldwide.
  • B. Harry Bradbeer
    Harry Bradbeer is a British television and film director best known for his work on acclaimed series like "Fleabag" and the mystery film "Enola Holmes."
  • C. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • D. Michael Krieger
    Michael Krieger is a fictional character appearing in the story of "Watch Over Me."
  • E. Ed Schafer
    Ed Schafer is an American politician and businessman who served as Governor of North Dakota and later as the United States Secretary of Agriculture under President George W. Bush.
  • 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_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5657baf48190a84026dfb347a5ad completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc58a76b90819092de63b3b23e70af completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cfccc9c8190adcbaee96c17711e completed March 31, 2026, 11:47 p.m.
Created at: March 30, 2026, 5:10 p.m.