Triple

T18254841
Position Surface form Disambiguated ID Type / Status
Subject Anduril Industries E437196 entity
Predicate foundedBy P104 FINISHED
Object Brian Schimpf
Brian Schimpf is a technology entrepreneur best known as a co-founder and CEO of Anduril Industries, a defense technology company specializing in AI-driven military and security systems.
E1317655 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: Brian Schimpf | Statement: [Anduril Industries, foundedBy, Brian Schimpf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brian Schimpf
Context triple: [Anduril Industries, foundedBy, Brian Schimpf]
  • A. Michael Schoeffling
    Michael Schoeffling is an American former actor and model best known for his role as Jake Ryan in the 1984 film "Sixteen Candles."
  • B. Steve Schiltz
    Steve Schiltz is an American musician and guitarist best known for his work with the bands Longwave and Hurricane Bells, as well as for touring and recording with other alternative rock acts.
  • C. Michael Schiffer
    Michael Schiffer is an American screenwriter and playwright best known for scripting films such as "Lean on Me," "Crimson Tide," and "The Peacemaker."
  • D. Matt Grimm
    Matt Grimm is an American entrepreneur and co-founder of Anduril Industries, a defense technology company specializing in advanced AI and autonomous systems.
  • E. Eric Hinske
    Eric Hinske is a former Major League Baseball third baseman and outfielder who played for multiple teams and later became a hitting coach.
  • 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: Brian Schimpf
Triple: [Anduril Industries, foundedBy, Brian Schimpf]
Generated description
Brian Schimpf is a technology entrepreneur best known as a co-founder and CEO of Anduril Industries, a defense technology company specializing in AI-driven military and security systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brian Schimpf
Target entity description: Brian Schimpf is a technology entrepreneur best known as a co-founder and CEO of Anduril Industries, a defense technology company specializing in AI-driven military and security systems.
  • A. Michael Schoeffling
    Michael Schoeffling is an American former actor and model best known for his role as Jake Ryan in the 1984 film "Sixteen Candles."
  • B. Steve Schiltz
    Steve Schiltz is an American musician and guitarist best known for his work with the bands Longwave and Hurricane Bells, as well as for touring and recording with other alternative rock acts.
  • C. Michael Schiffer
    Michael Schiffer is an American screenwriter and playwright best known for scripting films such as "Lean on Me," "Crimson Tide," and "The Peacemaker."
  • D. Matt Grimm
    Matt Grimm is an American entrepreneur and co-founder of Anduril Industries, a defense technology company specializing in advanced AI and autonomous systems.
  • E. Eric Hinske
    Eric Hinske is a former Major League Baseball third baseman and outfielder who played for multiple teams and later became a hitting coach.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd84b3a481908bbc1a5e5034d397 completed April 19, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4b47360819088f8e49c65992569 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c52d0ba48190845d461df02c3aa3 completed May 13, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_6a03c5dd07488190ae04c6b406ab29c9 completed May 13, 2026, 12:29 a.m.
Created at: April 10, 2026, 10:34 a.m.