Triple

T5653027
Position Surface form Disambiguated ID Type / Status
Subject Prisoners E124550 entity
Predicate screenwriter P2831 FINISHED
Object Aaron Guzikowski
Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
 E537595 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: Aaron Guzikowski | Statement: [Prisoners, screenwriter, Aaron Guzikowski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aaron Guzikowski
Context triple: [Prisoners, screenwriter, Aaron Guzikowski]
  • A. Josh Gudwin
    Josh Gudwin is a Grammy-winning Canadian recording and mixing engineer best known for his work with major pop artists such as Justin Bieber.
  • B. Patrick Nielsen Hayden
    Patrick Nielsen Hayden is an influential American science fiction and fantasy editor and publisher, known for shaping the careers of numerous prominent genre authors.
  • C. Will Knaak
    Will Knaak is an American guitarist and songwriter best known as a member of the alternative rock band Blue October.
  • D. David Zelon
    David Zelon is a film producer best known for working on action and thriller movies, including the underwater adventure film "Into the Blue."
  • E. Samuel Dracutt
    Samuel Dracutt was a historical figure after whom the town of Dracut, Massachusetts, was named, likely an early landowner or prominent local settler.
  • 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: Aaron Guzikowski
Triple: [Prisoners, screenwriter, Aaron Guzikowski]
Generated description
Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aaron Guzikowski
Target entity description: Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • A. Josh Gudwin
    Josh Gudwin is a Grammy-winning Canadian recording and mixing engineer best known for his work with major pop artists such as Justin Bieber.
  • B. Patrick Nielsen Hayden
    Patrick Nielsen Hayden is an influential American science fiction and fantasy editor and publisher, known for shaping the careers of numerous prominent genre authors.
  • C. Will Knaak
    Will Knaak is an American guitarist and songwriter best known as a member of the alternative rock band Blue October.
  • D. David Zelon
    David Zelon is a film producer best known for working on action and thriller movies, including the underwater adventure film "Into the Blue."
  • E. Samuel Dracutt
    Samuel Dracutt was a historical figure after whom the town of Dracut, Massachusetts, was named, likely an early landowner or prominent local settler.
  • 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_69c00825df388190a58742fa9b1aa33d completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022d8a2588190b10de59edbc8841f completed March 22, 2026, 5:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d97b8dc8190865ff55071954b30 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ede30088190a70607458f4653d0 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb365cc8190b825f7c1d66aee0f completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:42 p.m.