Triple

T12683522
Position Surface form Disambiguated ID Type / Status
Subject Hesher E303006 entity
Predicate screenwriter P2831 FINISHED
Object Brian Charles Frank
Brian Charles Frank is a screenwriter best known for co-writing the dark comedy-drama film "Hesher."
 E997240 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 Charles Frank | Statement: [Hesher, screenwriter, Brian Charles Frank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Charles Frank
Context triple: [Hesher, screenwriter, Brian Charles Frank]
  • A. Michael Palladino
    Michael Palladino is a prominent American architect best known as a leading design partner at Richard Meier & Partners Architects, contributing to numerous high-profile modernist projects worldwide.
  • B. Jesse Moynihan
    Jesse Moynihan is an American cartoonist, storyboard artist, and writer best known for his work on the animated series "Adventure Time" and his surreal graphic novels.
  • C. David Michael Frank
    David Michael Frank is an American composer best known for his work on film and television scores.
  • D. Paul Dinello
    Paul Dinello is an American actor, comedian, writer, and director best known for co-creating and starring in the cult TV series "Strangers with Candy."
  • E. William D'Elia
    William D'Elia is an American mobster who became a powerful boss in the Bufalino crime family and a significant figure in organized crime in Pennsylvania.
  • 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 Charles Frank
Triple: [Hesher, screenwriter, Brian Charles Frank]
Generated description
Brian Charles Frank is a screenwriter best known for co-writing the dark comedy-drama film "Hesher."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Charles Frank
Target entity description: Brian Charles Frank is a screenwriter best known for co-writing the dark comedy-drama film "Hesher."
  • A. Michael Palladino
    Michael Palladino is a prominent American architect best known as a leading design partner at Richard Meier & Partners Architects, contributing to numerous high-profile modernist projects worldwide.
  • B. Jesse Moynihan
    Jesse Moynihan is an American cartoonist, storyboard artist, and writer best known for his work on the animated series "Adventure Time" and his surreal graphic novels.
  • C. David Michael Frank
    David Michael Frank is an American composer best known for his work on film and television scores.
  • D. Paul Dinello
    Paul Dinello is an American actor, comedian, writer, and director best known for co-creating and starring in the cult TV series "Strangers with Candy."
  • E. William D'Elia
    William D'Elia is an American mobster who became a powerful boss in the Bufalino crime family and a significant figure in organized crime in Pennsylvania.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961d68358819095bdaab8adf1dcf0 completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a733a48190b55d296573c86eaf completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f67323a724819092425cdb3a070b96 completed May 2, 2026, 9:56 p.m.
Created at: April 9, 2026, 5:21 p.m.