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.