Triple

T8430550
Position Surface form Disambiguated ID Type / Status
Subject Barbara Broccoli E199103 entity
Predicate spouse P13 FINISHED
Object Frederick M. Zollo
Frederick M. Zollo is an American film and theater producer known for his work on acclaimed independent films and Broadway productions.
 E846458 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: Frederick M. Zollo | Statement: [Barbara Broccoli, spouse, Frederick M. Zollo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frederick M. Zollo
Context triple: [Barbara Broccoli, spouse, Frederick M. Zollo]
  • A. David H. Franzoni
    David H. Franzoni is an American screenwriter and producer best known for writing the Oscar-winning historical epic "Gladiator" and other major Hollywood films.
  • B. Gerard A. Buccafusco
    Gerard A. Buccafusco is a local political figure who has served as the mayor of Belmar, New Jersey.
  • C. George R. Vierno
    George R. Vierno is a former New York City correction official best known for his leadership role within the city’s Department of Correction, for which a Rikers Island jail facility was named in his honor.
  • D. Peter S. Ruckman
    Peter S. Ruckman was an American Baptist pastor and author known for his staunch advocacy of the King James Only position and his often controversial, combative teaching style.
  • E. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • 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: Frederick M. Zollo
Triple: [Barbara Broccoli, spouse, Frederick M. Zollo]
Generated description
Frederick M. Zollo is an American film and theater producer known for his work on acclaimed independent films and Broadway productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frederick M. Zollo
Target entity description: Frederick M. Zollo is an American film and theater producer known for his work on acclaimed independent films and Broadway productions.
  • A. David H. Franzoni
    David H. Franzoni is an American screenwriter and producer best known for writing the Oscar-winning historical epic "Gladiator" and other major Hollywood films.
  • B. Gerard A. Buccafusco
    Gerard A. Buccafusco is a local political figure who has served as the mayor of Belmar, New Jersey.
  • C. George R. Vierno
    George R. Vierno is a former New York City correction official best known for his leadership role within the city’s Department of Correction, for which a Rikers Island jail facility was named in his honor.
  • D. Peter S. Ruckman
    Peter S. Ruckman was an American Baptist pastor and author known for his staunch advocacy of the King James Only position and his often controversial, combative teaching style.
  • E. Stephen J. Rivele
    Stephen J. Rivele is an American screenwriter best known for co-writing acclaimed biographical and historical films such as "Nixon" and "Ali."
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a2efa08190b92c75812003ffdb completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d316e50b548190b5f90a9753ad7cb0 completed April 6, 2026, 2:13 a.m.
NEDg Description generation batch_69d31877825c8190a6f66a4485a259c4 completed April 6, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69d318d280f48190be1532588963b674 completed April 6, 2026, 2:22 a.m.
Created at: March 30, 2026, 6:07 p.m.