Triple

T9690375
Position Surface form Disambiguated ID Type / Status
Subject Uncharted 4: A Thief's End E234520 entity
Predicate writer P1360 FINISHED
Object Josh Scherr
Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
E816239 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: Josh Scherr | Statement: [Uncharted 4: A Thief's End, writer, Josh Scherr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josh Scherr
Context triple: [Uncharted 4: A Thief's End, writer, Josh Scherr]
  • A. Scott Scherr
    Scott Scherr is an American entrepreneur best known as the founder and longtime CEO of the human capital management software company Ultimate Software.
  • B. Josh Schaeffer
    Josh Schaeffer is a film editor known for his work on major studio features, including the monster crossover blockbuster "Godzilla vs. Kong."
  • C. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • D. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • E. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • 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: Josh Scherr
Triple: [Uncharted 4: A Thief's End, writer, Josh Scherr]
Generated description
Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josh Scherr
Target entity description: Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
  • A. Scott Scherr
    Scott Scherr is an American entrepreneur best known as the founder and longtime CEO of the human capital management software company Ultimate Software.
  • B. Josh Schaeffer
    Josh Schaeffer is a film editor known for his work on major studio features, including the monster crossover blockbuster "Godzilla vs. Kong."
  • C. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • D. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • E. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d02b20881909d7c0d5d6aaafcb0 completed April 1, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f79bda081908e7f39822efb780f completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a04aee688190b933d70100b599bd completed April 4, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69d1a0f811fc8190b6a46a0441159089 completed April 4, 2026, 11:38 p.m.
Created at: March 30, 2026, 8:17 p.m.