Triple

T15155337
Position Surface form Disambiguated ID Type / Status
Subject Irving Azoff E362056 entity
Predicate spouse P13 FINISHED
Object Shelli Azoff
Shelli Azoff is an American businesswoman and philanthropist known for her work in entertainment, hospitality, and charitable initiatives, as well as her prominent role in Hollywood social circles.
E1141014 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: Shelli Azoff | Statement: [Irving Azoff, spouse, Shelli Azoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shelli Azoff
Context triple: [Irving Azoff, spouse, Shelli Azoff]
  • A. Shelly Yachimovich
    Shelly Yachimovich is an Israeli politician, former journalist, and former leader of the Israeli Labor Party known for her focus on social-democratic and economic justice issues.
  • B. Shelly Rubin
    Shelly Rubin is an American philanthropist and arts patron best known as a co-founder of the Rubin Museum of Art in New York City.
  • C. Shelly Petrolia
    Shelly Petrolia is an American local politician who serves as the mayor of Delray Beach, Florida.
  • D. Ricki Silberman
    Ricki Silberman was an American conservative activist and co-founder of the Independent Women's Forum, known for her work opposing certain strands of modern feminism.
  • E. Renee Shafransky
    Renee Shafransky is an American writer, filmmaker, and producer known for her work in independent film and her long partnership with monologist Spalding Gray.
  • 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: Shelli Azoff
Triple: [Irving Azoff, spouse, Shelli Azoff]
Generated description
Shelli Azoff is an American businesswoman and philanthropist known for her work in entertainment, hospitality, and charitable initiatives, as well as her prominent role in Hollywood social circles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shelli Azoff
Target entity description: Shelli Azoff is an American businesswoman and philanthropist known for her work in entertainment, hospitality, and charitable initiatives, as well as her prominent role in Hollywood social circles.
  • A. Shelly Yachimovich
    Shelly Yachimovich is an Israeli politician, former journalist, and former leader of the Israeli Labor Party known for her focus on social-democratic and economic justice issues.
  • B. Shelly Rubin
    Shelly Rubin is an American philanthropist and arts patron best known as a co-founder of the Rubin Museum of Art in New York City.
  • C. Shelly Petrolia
    Shelly Petrolia is an American local politician who serves as the mayor of Delray Beach, Florida.
  • D. Ricki Silberman
    Ricki Silberman was an American conservative activist and co-founder of the Independent Women's Forum, known for her work opposing certain strands of modern feminism.
  • E. Renee Shafransky
    Renee Shafransky is an American writer, filmmaker, and producer known for her work in independent film and her long partnership with monologist Spalding Gray.
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060b0cd08190afad14cffcc7d93f completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec88419108190860319a9bcab1eef completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec93f7c9c8190b9d1722180517d7c completed May 9, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_69fec9c518a08190b0ae7adad43a7f2c completed May 9, 2026, 5:44 a.m.
Created at: April 10, 2026, 3:08 a.m.