Triple

T7354896
Position Surface form Disambiguated ID Type / Status
Subject Grumpy Old Men E169597 entity
Predicate writer P1360 FINISHED
Object Mark Steven Johnson
Mark Steven Johnson is an American screenwriter and director best known for writing and directing films such as "Grumpy Old Men," "Daredevil," and "Ghost Rider."
 E658648 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: Mark Steven Johnson | Statement: [Grumpy Old Men, writer, Mark Steven Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Steven Johnson
Context triple: [Grumpy Old Men, writer, Mark Steven Johnson]
  • A. Mike Jost
    Mike Jost is a musician best known as the drummer for the punk rock band Helmet.
  • B. Joseph Kahn
    Joseph Kahn is an American journalist who serves as the executive editor of The New York Times and is known for his leadership in global and investigative reporting.
  • C. Joseph Kahn
    Joseph Kahn is a prominent American music video and film director known for his visually dynamic, high-concept work with major pop and hip-hop artists.
  • D. James LoMenzo
    James LoMenzo is an American bassist best known for his work with heavy metal bands such as Megadeth, White Lion, and Black Label Society.
  • E. Rob Bowman
    Rob Bowman is an American film and television director known for his work on genre projects such as The X-Files and various action and science fiction films.
  • 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: Mark Steven Johnson
Triple: [Grumpy Old Men, writer, Mark Steven Johnson]
Generated description
Mark Steven Johnson is an American screenwriter and director best known for writing and directing films such as "Grumpy Old Men," "Daredevil," and "Ghost Rider."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Steven Johnson
Target entity description: Mark Steven Johnson is an American screenwriter and director best known for writing and directing films such as "Grumpy Old Men," "Daredevil," and "Ghost Rider."
  • A. Mike Jost
    Mike Jost is a musician best known as the drummer for the punk rock band Helmet.
  • B. Joseph Kahn
    Joseph Kahn is an American journalist who serves as the executive editor of The New York Times and is known for his leadership in global and investigative reporting.
  • C. Joseph Kahn
    Joseph Kahn is a prominent American music video and film director known for his visually dynamic, high-concept work with major pop and hip-hop artists.
  • D. James LoMenzo
    James LoMenzo is an American bassist best known for his work with heavy metal bands such as Megadeth, White Lion, and Black Label Society.
  • E. Rob Bowman
    Rob Bowman is an American film and television director known for his work on genre projects such as The X-Files and various action and science fiction films.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f10e71fc81909307ca39a61142d3 completed March 27, 2026, 9:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7faa25960819084ecb6dbf9369ba5 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc2c90488190bd3aa5bf72606723 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fcb5f7f0819081e70f8809bb34ae completed March 28, 2026, 4:07 p.m.
Created at: March 27, 2026, 3:05 p.m.