Triple

T7354739
Position Surface form Disambiguated ID Type / Status
Subject Chapter Two E169593 entity
Predicate character P662 FINISHED
Object Leo Schneider
Leo Schneider is a fictional character who appears in the work titled "Chapter Two."
 E671051 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: Leo Schneider | Statement: [Chapter Two, character, Leo Schneider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leo Schneider
Context triple: [Chapter Two, character, Leo Schneider]
  • A. Ben Schneider
    Ben Schneider is an American singer-songwriter and visual artist best known as the founder, lead vocalist, and primary songwriter of the indie folk band Lord Huron.
  • B. Guy Schuessler
    Guy Schuessler is a British actor and theatre professional best known as the husband of acclaimed stage and screen actress Dame Harriet Walter.
  • C. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • D. Robert Schrader
    Robert Schrader is a mathematical physicist best known for co-developing the Osterwalder–Schrader axioms, which provide a rigorous foundation for Euclidean quantum field theory.
  • E. Leonard Alfred Schneider
    Leonard Alfred Schneider, better known as Lenny Bruce, was a groundbreaking American stand-up comedian and social critic famed for his provocative, taboo-challenging performances and landmark obscenity trials.
  • 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: Leo Schneider
Triple: [Chapter Two, character, Leo Schneider]
Generated description
Leo Schneider is a fictional character who appears in the work titled "Chapter Two."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leo Schneider
Target entity description: Leo Schneider is a fictional character who appears in the work titled "Chapter Two."
  • A. Ben Schneider
    Ben Schneider is an American singer-songwriter and visual artist best known as the founder, lead vocalist, and primary songwriter of the indie folk band Lord Huron.
  • B. Guy Schuessler
    Guy Schuessler is a British actor and theatre professional best known as the husband of acclaimed stage and screen actress Dame Harriet Walter.
  • C. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • D. Robert Schrader
    Robert Schrader is a mathematical physicist best known for co-developing the Osterwalder–Schrader axioms, which provide a rigorous foundation for Euclidean quantum field theory.
  • E. Leonard Alfred Schneider
    Leonard Alfred Schneider, better known as Lenny Bruce, was a groundbreaking American stand-up comedian and social critic famed for his provocative, taboo-challenging performances and landmark obscenity trials.
  • 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_69c84ee2397481909552cec2d4b90cc5 completed March 28, 2026, 9:57 p.m.
NEDg Description generation batch_69c84f8cee1c8190b5fca51e741236fd completed March 28, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69c84ff387688190a39578bef5f0f1d7 completed March 28, 2026, 10:02 p.m.
Created at: March 27, 2026, 3:05 p.m.