Triple

T5269085
Position Surface form Disambiguated ID Type / Status
Subject Scholastic Corporation E119211 entity
Predicate foundedBy P104 FINISHED
Object Maurice R. Robinson
Maurice R. Robinson was an American publisher and entrepreneur best known as the founder of Scholastic, a major global children’s publishing and education company.
E517249 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: Maurice R. Robinson | Statement: [Scholastic Corporation, foundedBy, Maurice R. Robinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maurice R. Robinson
Context triple: [Scholastic Corporation, foundedBy, Maurice R. Robinson]
  • A. Dennis C. Brown
    Dennis C. Brown is a television and film composer best known for scoring the long-running animated series "South Park."
  • B. Ronald J. Williams
    Ronald J. Williams is a computer scientist known for his influential contributions to neural networks and machine learning, particularly in the development of backpropagation and reinforcement learning algorithms.
  • C. Kenneth L. Bowles
    Kenneth L. Bowles was an American computer scientist and educator best known for his pioneering work in software systems and programming environments at the University of California, San Diego.
  • D. Bobby L. Hill
    Bobby L. Hill is an American arts leader best known for co-founding the Studio Museum in Harlem, a pioneering institution dedicated to artists of African descent.
  • E. Alonzo W. Rollins
    Alonzo W. Rollins was a Chicago-based businessman and philanthropist whose substantial donations and support for education led to a liberal arts college in Florida being named in his honor.
  • 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: Maurice R. Robinson
Triple: [Scholastic Corporation, foundedBy, Maurice R. Robinson]
Generated description
Maurice R. Robinson was an American publisher and entrepreneur best known as the founder of Scholastic, a major global children’s publishing and education company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maurice R. Robinson
Target entity description: Maurice R. Robinson was an American publisher and entrepreneur best known as the founder of Scholastic, a major global children’s publishing and education company.
  • A. Dennis C. Brown
    Dennis C. Brown is a television and film composer best known for scoring the long-running animated series "South Park."
  • B. Ronald J. Williams
    Ronald J. Williams is a computer scientist known for his influential contributions to neural networks and machine learning, particularly in the development of backpropagation and reinforcement learning algorithms.
  • C. Kenneth L. Bowles
    Kenneth L. Bowles was an American computer scientist and educator best known for his pioneering work in software systems and programming environments at the University of California, San Diego.
  • D. Bobby L. Hill
    Bobby L. Hill is an American arts leader best known for co-founding the Studio Museum in Harlem, a pioneering institution dedicated to artists of African descent.
  • E. Alonzo W. Rollins
    Alonzo W. Rollins was a Chicago-based businessman and philanthropist whose substantial donations and support for education led to a liberal arts college in Florida being named in his honor.
  • 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bfdc9bc81908307f44f32fe9338 completed March 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf33248cf481908eeb0abd3b1a7828 completed March 22, 2026, 12:09 a.m.
NEDg Description generation batch_69bf33e3b9ac819091cb000a98a505cd completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf349a746481909a8ba2a854e29449 completed March 22, 2026, 12:15 a.m.
Created at: March 20, 2026, 1:51 p.m.