Triple

T11958627
Position Surface form Disambiguated ID Type / Status
Subject AdaCore E284613 entity
Predicate foundedBy P104 FINISHED
Object Edmond Schonberg
Edmond Schonberg is a computer scientist and software engineer best known as a co-founder of AdaCore and a key contributor to the development and promotion of the Ada programming language and its tools.
E956209 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: Edmond Schonberg | Statement: [AdaCore, foundedBy, Edmond Schonberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edmond Schonberg
Context triple: [AdaCore, foundedBy, Edmond Schonberg]
  • A. Isaac Jacob Schoenberg
    Isaac Jacob Schoenberg was a Romanian-American mathematician best known for his foundational work in approximation theory and the development of B-splines.
  • B. I. J. Schoenberg
    I. J. Schoenberg was a mathematician best known for his foundational work in approximation theory, spline functions, and the theory of positive definite functions.
  • C. Wilhelm Hans Steinberg
    Wilhelm Hans Steinberg was a German-American conductor renowned for his precise, disciplined interpretations and leadership of major orchestras, including the Pittsburgh Symphony Orchestra and the Boston Symphony Orchestra.
  • D. Ernest Bloch
    Ernest Bloch was a Swiss-born American composer known for his deeply expressive, often Judaically inspired works that bridged late Romanticism and early modernism.
  • E. Irving M. Schoenberg
    Irving M. Schoenberg was a film editor best known for his work on mid-20th-century American genre films, including the horror movie "The Hypnotic Eye."
  • 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: Edmond Schonberg
Triple: [AdaCore, foundedBy, Edmond Schonberg]
Generated description
Edmond Schonberg is a computer scientist and software engineer best known as a co-founder of AdaCore and a key contributor to the development and promotion of the Ada programming language and its tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edmond Schonberg
Target entity description: Edmond Schonberg is a computer scientist and software engineer best known as a co-founder of AdaCore and a key contributor to the development and promotion of the Ada programming language and its tools.
  • A. Isaac Jacob Schoenberg
    Isaac Jacob Schoenberg was a Romanian-American mathematician best known for his foundational work in approximation theory and the development of B-splines.
  • B. I. J. Schoenberg
    I. J. Schoenberg was a mathematician best known for his foundational work in approximation theory, spline functions, and the theory of positive definite functions.
  • C. Wilhelm Hans Steinberg
    Wilhelm Hans Steinberg was a German-American conductor renowned for his precise, disciplined interpretations and leadership of major orchestras, including the Pittsburgh Symphony Orchestra and the Boston Symphony Orchestra.
  • D. Ernest Bloch
    Ernest Bloch was a Swiss-born American composer known for his deeply expressive, often Judaically inspired works that bridged late Romanticism and early modernism.
  • E. Irving M. Schoenberg
    Irving M. Schoenberg was a film editor best known for his work on mid-20th-century American genre films, including the horror movie "The Hypnotic Eye."
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903681a00819098c2b5260e2ef834 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f459210d1c8190953cd01da3d2ad04 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.