Triple

T16056532
Position Surface form Disambiguated ID Type / Status
Subject From Beyond E389494 entity
Predicate screenwriter P2831 FINISHED
Object Dennis Paoli
Dennis Paoli is an American screenwriter best known for his collaborations with director Stuart Gordon on cult horror films such as Re-Animator and From Beyond.
E1337693 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: Dennis Paoli | Statement: [From Beyond, screenwriter, Dennis Paoli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennis Paoli
Context triple: [From Beyond, screenwriter, Dennis Paoli]
  • A. Paul DeLucia
    Paul DeLucia, better known as Paul Ricca, was a prominent Chicago mob boss and influential leader of the Chicago Outfit during the mid-20th century.
  • B. Anthony Di Ninno
    Anthony Di Ninno is a cinematographer best known for his work on the animated feature film "Captain Underpants: The First Epic Movie."
  • C. Dennis Tognini
    Dennis Tognini is a central fictional character in the Australian television drama series "The Newsreader," which explores the personal and professional lives of journalists and news presenters in the 1980s.
  • D. Pat Dapuzzo
    Pat Dapuzzo is a former National Hockey League linesman known for officiating numerous NHL games and several high-profile events during his career.
  • E. Vern Damico
    Vern Damico is a character in Norman Mailer’s nonfiction novel "The Executioner’s Song," which chronicles the life and execution of convicted murderer Gary Gilmore.
  • 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: Dennis Paoli
Triple: [From Beyond, screenwriter, Dennis Paoli]
Generated description
Dennis Paoli is an American screenwriter best known for his collaborations with director Stuart Gordon on cult horror films such as Re-Animator and From Beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dennis Paoli
Target entity description: Dennis Paoli is an American screenwriter best known for his collaborations with director Stuart Gordon on cult horror films such as Re-Animator and From Beyond.
  • A. Paul DeLucia
    Paul DeLucia, better known as Paul Ricca, was a prominent Chicago mob boss and influential leader of the Chicago Outfit during the mid-20th century.
  • B. Anthony Di Ninno
    Anthony Di Ninno is a cinematographer best known for his work on the animated feature film "Captain Underpants: The First Epic Movie."
  • C. Dennis Tognini
    Dennis Tognini is a central fictional character in the Australian television drama series "The Newsreader," which explores the personal and professional lives of journalists and news presenters in the 1980s.
  • D. Pat Dapuzzo
    Pat Dapuzzo is a former National Hockey League linesman known for officiating numerous NHL games and several high-profile events during his career.
  • E. Vern Damico
    Vern Damico is a character in Norman Mailer’s nonfiction novel "The Executioner’s Song," which chronicles the life and execution of convicted murderer Gary Gilmore.
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1837579488190964ca004c2eb01c4 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a052334e9708190ba9900fb364023ef completed May 14, 2026, 1:19 a.m.
NEDg Description generation batch_6a0527049428819080f2cc75c5223fb7 completed May 14, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_6a052765e8f88190b8db3cffb212002f completed May 14, 2026, 1:37 a.m.
Created at: April 10, 2026, 4:56 a.m.