Triple

T2644177
Position Surface form Disambiguated ID Type / Status
Subject Ed Wood E62945 entity
Predicate screenwriter P2831 FINISHED
Object Larry Karaszewski
Larry Karaszewski is an American screenwriter and producer best known for co-writing offbeat biographical films such as "Ed Wood," "The People vs. Larry Flynt," and "Man on the Moon."
 E285230 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: Larry Karaszewski | Statement: [Ed Wood, screenwriter, Larry Karaszewski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Larry Karaszewski
Context triple: [Ed Wood, screenwriter, Larry Karaszewski]
  • A. Gregory Mottola
    Gregory Mottola is an American film director and screenwriter best known for directing the comedy films "Superbad" and "Adventureland."
  • B. Dan Gilroy
    Dan Gilroy is an American screenwriter and director best known for writing and directing the critically acclaimed film "Nightcrawler."
  • C. Dan Goor
    Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
  • D. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • E. Craig Zadan
    Craig Zadan was an American film, television, and theater producer best known for his work on musical adaptations and live TV musicals, including projects like "Chicago" and NBC's live musical events.
  • 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: Larry Karaszewski
Triple: [Ed Wood, screenwriter, Larry Karaszewski]
Generated description
Larry Karaszewski is an American screenwriter and producer best known for co-writing offbeat biographical films such as "Ed Wood," "The People vs. Larry Flynt," and "Man on the Moon."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Larry Karaszewski
Target entity description: Larry Karaszewski is an American screenwriter and producer best known for co-writing offbeat biographical films such as "Ed Wood," "The People vs. Larry Flynt," and "Man on the Moon."
  • A. Gregory Mottola
    Gregory Mottola is an American film director and screenwriter best known for directing the comedy films "Superbad" and "Adventureland."
  • B. Dan Gilroy
    Dan Gilroy is an American screenwriter and director best known for writing and directing the critically acclaimed film "Nightcrawler."
  • C. Dan Goor
    Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
  • D. Brian Koppelman
    Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
  • E. Craig Zadan
    Craig Zadan was an American film, television, and theater producer best known for his work on musical adaptations and live TV musicals, including projects like "Chicago" and NBC's live musical events.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd90046dc81908bab3440733f1e98 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c2bde8819085fbe1e5221be88d completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af992fafc88190a95b09b7aebeb5a9 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af9983ff8881909273212c6fc6a218 completed March 10, 2026, 4:09 a.m.
Created at: March 6, 2026, 9:53 p.m.