Triple

T12810932
Position Surface form Disambiguated ID Type / Status
Subject Mark Vicente E306267 entity
Predicate coDirectedWith P17194 FINISHED
Object William Arntz
William Arntz is an American filmmaker and former software developer best known as the creator and director of the metaphysical documentary film "What the Bleep Do We Know!?".
 E1052100 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: William Arntz | Statement: [Mark Vicente, coDirectedWith, William Arntz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William Arntz
Context triple: [Mark Vicente, coDirectedWith, William Arntz]
  • A. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • B. John Beeman
    John Beeman was an early Texas settler associated with the pioneering families connected to John Neely Bryan, the founder of Dallas.
  • C. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • D. John Hufnagel
    John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
  • E. Michael Hunsaker
    Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
  • 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: William Arntz
Triple: [Mark Vicente, coDirectedWith, William Arntz]
Generated description
William Arntz is an American filmmaker and former software developer best known as the creator and director of the metaphysical documentary film "What the Bleep Do We Know!?".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William Arntz
Target entity description: William Arntz is an American filmmaker and former software developer best known as the creator and director of the metaphysical documentary film "What the Bleep Do We Know!?".
  • A. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • B. John Beeman
    John Beeman was an early Texas settler associated with the pioneering families connected to John Neely Bryan, the founder of Dallas.
  • C. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • D. John Hufnagel
    John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
  • E. Michael Hunsaker
    Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e817598819080fdd61e9d61236e completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78ac916748190821c0cdabe54fcbc completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78c2e48c48190afb5508beb052af3 completed May 3, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69f78ce2cd50819092654b63acd2c3bf completed May 3, 2026, 5:58 p.m.
Created at: April 9, 2026, 5:31 p.m.