Triple

T7717429
Position Surface form Disambiguated ID Type / Status
Subject Bayonne School District E174920 entity
Predicate hasSuperintendent P2537 FINISHED
Object John J. Niesz
John J. Niesz is an American educational administrator who serves as the superintendent of the Bayonne School District in New Jersey.
 E720001 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: John J. Niesz | Statement: [Bayonne School District, hasSuperintendent, John J. Niesz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John J. Niesz
Context triple: [Bayonne School District, hasSuperintendent, John J. Niesz]
  • A. John J. Tominac
    John J. Tominac was a United States Army soldier and Medal of Honor recipient recognized for extraordinary heroism during World War II.
  • B. Joseph A. Durick
    Joseph A. Durick was an American Roman Catholic bishop best known as one of the white Southern clergy who authored the 1963 “A Call for Unity” statement that prompted Martin Luther King Jr.’s “Letter from Birmingham Jail.”
  • C. Joseph A. Galamb
    Joseph A. Galamb was a Hungarian-American automotive engineer best known for his key role in developing the Ford Model T, one of the most influential cars in history.
  • D. Frank G. DeMarco
    Frank G. DeMarco is an American cinematographer known for his work on independent and studio films, including the financial thriller "Margin Call."
  • E. Donald J. Kutyna
    Donald J. Kutyna is a U.S. Air Force general and aerospace engineer who served as a key member of the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • 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: John J. Niesz
Triple: [Bayonne School District, hasSuperintendent, John J. Niesz]
Generated description
John J. Niesz is an American educational administrator who serves as the superintendent of the Bayonne School District in New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John J. Niesz
Target entity description: John J. Niesz is an American educational administrator who serves as the superintendent of the Bayonne School District in New Jersey.
  • A. John J. Tominac
    John J. Tominac was a United States Army soldier and Medal of Honor recipient recognized for extraordinary heroism during World War II.
  • B. Joseph A. Durick
    Joseph A. Durick was an American Roman Catholic bishop best known as one of the white Southern clergy who authored the 1963 “A Call for Unity” statement that prompted Martin Luther King Jr.’s “Letter from Birmingham Jail.”
  • C. Joseph A. Galamb
    Joseph A. Galamb was a Hungarian-American automotive engineer best known for his key role in developing the Ford Model T, one of the most influential cars in history.
  • D. Frank G. DeMarco
    Frank G. DeMarco is an American cinematographer known for his work on independent and studio films, including the financial thriller "Margin Call."
  • E. Donald J. Kutyna
    Donald J. Kutyna is a U.S. Air Force general and aerospace engineer who served as a key member of the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702ceb23481909600f876023dde92 completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69cd336af7c48190956add895fff9c21 completed April 1, 2026, 3:02 p.m.
NEDg Description generation batch_69cd36ecc1d88190a978f1d51b0e1382 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e7822e48190bb573162f224bd8c completed April 1, 2026, 4:57 p.m.
Created at: March 27, 2026, 4:05 p.m.