Triple

T8195258
Position Surface form Disambiguated ID Type / Status
Subject Joseph Papp E191413 entity
Predicate fullName P16 FINISHED
Object Joseph Papirofsky
Joseph Papirofsky, better known as Joseph Papp, was an influential American theatrical producer and director who founded The Public Theater and helped popularize free Shakespeare in the Park in New York City.
E718409 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: Joseph Papirofsky | Statement: [Joseph Papp, fullName, Joseph Papirofsky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Papirofsky
Context triple: [Joseph Papp, fullName, Joseph Papirofsky]
  • A. Henry Pincus
    Henry Pincus is known primarily as the son of prominent American financier and private equity pioneer Lionel Pincus.
  • B. Karl Rubin
    Karl Rubin is an American mathematician renowned for his work in number theory, particularly on elliptic curves and Iwasawa theory.
  • C. Irving Blum
    Irving Blum is an influential American art dealer and curator best known for championing emerging contemporary artists in the 1960s Los Angeles art scene, including early exhibitions of Andy Warhol.
  • D. Irving Brecher
    Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
  • E. M. Edgar Rosenblum
    M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
  • 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: Joseph Papirofsky
Triple: [Joseph Papp, fullName, Joseph Papirofsky]
Generated description
Joseph Papirofsky, better known as Joseph Papp, was an influential American theatrical producer and director who founded The Public Theater and helped popularize free Shakespeare in the Park in New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Papirofsky
Target entity description: Joseph Papirofsky, better known as Joseph Papp, was an influential American theatrical producer and director who founded The Public Theater and helped popularize free Shakespeare in the Park in New York City.
  • A. Henry Pincus
    Henry Pincus is known primarily as the son of prominent American financier and private equity pioneer Lionel Pincus.
  • B. Karl Rubin
    Karl Rubin is an American mathematician renowned for his work in number theory, particularly on elliptic curves and Iwasawa theory.
  • C. Irving Blum
    Irving Blum is an influential American art dealer and curator best known for championing emerging contemporary artists in the 1960s Los Angeles art scene, including early exhibitions of Andy Warhol.
  • D. Irving Brecher
    Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
  • E. M. Edgar Rosenblum
    M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
  • 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_69ca82c6e9548190a4c5ca14516e4417 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb5c20fbd08190b9966e3c967e9c71 completed March 31, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedaab8848190877fbe2de9b83957 completed April 1, 2026, 10:04 a.m.
NEDg Description generation batch_69ccf1b706f08190993f4a75eac5f49c completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd059457788190a900402ee4cd50d5 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:42 p.m.