Triple

T5537906
Position Surface form Disambiguated ID Type / Status
Subject Nova Southeastern University E145212 entity
Predicate founder P104 FINISHED
Object Abraham S. Fischler
Abraham S. Fischler was an American educator and pioneer in distance learning who played a key role in shaping modern online and nontraditional higher education.
E535905 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: Abraham S. Fischler | Statement: [Nova Southeastern University, founder, Abraham S. Fischler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abraham S. Fischler
Context triple: [Nova Southeastern University, founder, Abraham S. Fischler]
  • A. Henry Berman
    Henry Berman was an American film editor and producer known for his work on numerous classic Hollywood films.
  • B. George Schneiderman
    George Schneiderman was an early American cinematographer best known for helping establish the American Society of Cinematographers and contributing to the development of professional standards in the field.
  • C. Wilbur J. Cohen
    Wilbur J. Cohen was a prominent American social welfare expert and government official, often called the "father of Social Security" for his central role in shaping U.S. social insurance and welfare policy in the 20th century.
  • D. Hal Lieberman
    Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
  • E. Howard E. Tatel
    Howard E. Tatel was an American radio astronomer after whom the 85-foot Howard E. Tatel Radio Telescope at the National Radio Astronomy Observatory was named.
  • 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: Abraham S. Fischler
Triple: [Nova Southeastern University, founder, Abraham S. Fischler]
Generated description
Abraham S. Fischler was an American educator and pioneer in distance learning who played a key role in shaping modern online and nontraditional higher education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abraham S. Fischler
Target entity description: Abraham S. Fischler was an American educator and pioneer in distance learning who played a key role in shaping modern online and nontraditional higher education.
  • A. Henry Berman
    Henry Berman was an American film editor and producer known for his work on numerous classic Hollywood films.
  • B. George Schneiderman
    George Schneiderman was an early American cinematographer best known for helping establish the American Society of Cinematographers and contributing to the development of professional standards in the field.
  • C. Wilbur J. Cohen
    Wilbur J. Cohen was a prominent American social welfare expert and government official, often called the "father of Social Security" for his central role in shaping U.S. social insurance and welfare policy in the 20th century.
  • D. Hal Lieberman
    Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
  • E. Howard E. Tatel
    Howard E. Tatel was an American radio astronomer after whom the 85-foot Howard E. Tatel Radio Telescope at the National Radio Astronomy Observatory was named.
  • 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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fb19cb8819088b21e8ebef63d8b completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04ce6a3bc8190958b9356bb788d72 completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e8422dc8190879ee52bd6850565 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3963888190b1c85b3bb9ff5d44 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:34 p.m.