Triple

T10415566
Position Surface form Disambiguated ID Type / Status
Subject Leon Black E245504 entity
Predicate spouse P13 FINISHED
Object Debra Ressler
Debra Ressler is an American philanthropist and producer, known for her marriage to billionaire investor Leon Black and her involvement in various charitable and cultural initiatives.
E862235 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: Debra Ressler | Statement: [Leon Black, spouse, Debra Ressler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Debra Ressler
Context triple: [Leon Black, spouse, Debra Ressler]
  • A. Christine Grady
    Christine Grady is an American nurse-bioethicist who heads the Department of Bioethics at the National Institutes of Health Clinical Center and is known for her work on clinical research ethics.
  • B. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • C. Sara Sidle
    Sara Sidle is a forensic scientist and key member of the Las Vegas crime lab team in the television series "CSI: Crime Scene Investigation."
  • D. Julie Cobb
    Julie Cobb is an American actress known for her numerous television and film roles from the 1960s onward, including appearances on shows like "Star Trek" and "Charles in Charge."
  • E. Lynette White
    Lynette White is a character in the television series "The District," which follows the professional and personal lives of law enforcement officials in Washington, D.C.
  • 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: Debra Ressler
Triple: [Leon Black, spouse, Debra Ressler]
Generated description
Debra Ressler is an American philanthropist and producer, known for her marriage to billionaire investor Leon Black and her involvement in various charitable and cultural initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Debra Ressler
Target entity description: Debra Ressler is an American philanthropist and producer, known for her marriage to billionaire investor Leon Black and her involvement in various charitable and cultural initiatives.
  • A. Christine Grady
    Christine Grady is an American nurse-bioethicist who heads the Department of Bioethics at the National Institutes of Health Clinical Center and is known for her work on clinical research ethics.
  • B. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • C. Sara Sidle
    Sara Sidle is a forensic scientist and key member of the Las Vegas crime lab team in the television series "CSI: Crime Scene Investigation."
  • D. Julie Cobb
    Julie Cobb is an American actress known for her numerous television and film roles from the 1960s onward, including appearances on shows like "Star Trek" and "Charles in Charge."
  • E. Lynette White
    Lynette White is a character in the television series "The District," which follows the professional and personal lives of law enforcement officials in Washington, D.C.
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea0f7d188190a60a7c3832c51515 completed April 7, 2026, 11:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fc043074819083d219ec1c40f931 completed April 9, 2026, 7:20 p.m.
NEDg Description generation batch_69d822d6a0188190a7ee6de5aab50486 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859e40bf88190a6dc8deed3049d31 completed April 10, 2026, 2:01 a.m.
Created at: April 6, 2026, 12:10 p.m.