Triple

T3757274
Position Surface form Disambiguated ID Type / Status
Subject George Szekeres E82077 entity
Predicate notableStudent P4838 FINISHED
Object George Bergman
George Bergman was an American mathematician known for his work in algebra and category theory and for his influential contributions to mathematical education and expository writing.
 E386035 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: George Bergman | Statement: [George Szekeres, notableStudent, George Bergman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Bergman
Context triple: [George Szekeres, notableStudent, George Bergman]
  • A. Walter Bergman
    Walter Bergman was a civil rights activist and educator best known for his involvement in the 1961 Freedom Rides challenging racial segregation in the American South.
  • B. Henry Bergman
    Henry Bergman was an American character actor best known for his long association with Charlie Chaplin, appearing in and working on many of Chaplin’s classic silent films.
  • C. Dick Van Patten
    Dick Van Patten was an American actor best known for his role as the father on the television series "Eight Is Enough" and for numerous character roles in film and TV comedies.
  • D. Peter Bergman
    Peter Bergman is an American soap opera actor best known for his long-running role as Jack Abbott on the daytime drama "The Young and the Restless."
  • E. Martin Bregman
    Martin Bregman was an American film producer best known for producing iconic crime dramas such as "Serpico," "Dog Day Afternoon," and "Scarface."
  • 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: George Bergman
Triple: [George Szekeres, notableStudent, George Bergman]
Generated description
George Bergman was an American mathematician known for his work in algebra and category theory and for his influential contributions to mathematical education and expository writing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Bergman
Target entity description: George Bergman was an American mathematician known for his work in algebra and category theory and for his influential contributions to mathematical education and expository writing.
  • A. Walter Bergman
    Walter Bergman was a civil rights activist and educator best known for his involvement in the 1961 Freedom Rides challenging racial segregation in the American South.
  • B. Henry Bergman
    Henry Bergman was an American character actor best known for his long association with Charlie Chaplin, appearing in and working on many of Chaplin’s classic silent films.
  • C. Dick Van Patten
    Dick Van Patten was an American actor best known for his role as the father on the television series "Eight Is Enough" and for numerous character roles in film and TV comedies.
  • D. Peter Bergman
    Peter Bergman is an American soap opera actor best known for his long-running role as Jack Abbott on the daytime drama "The Young and the Restless."
  • E. Martin Bregman
    Martin Bregman was an American film producer best known for producing iconic crime dramas such as "Serpico," "Dog Day Afternoon," and "Scarface."
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbbe7a6081909b0f835a77941300 completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e50bfdb0819097bdfdd38f553ada completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e6c7164881909f14bf5b57916ae3 completed March 14, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b4e74df9b481909d5286c64ae6d91a completed March 14, 2026, 4:42 a.m.
Created at: March 8, 2026, 3:35 p.m.