Triple

T7227912
Position Surface form Disambiguated ID Type / Status
Subject Ari Emanuel E154828 entity
Predicate mother P120 FINISHED
Object Marsha Emanuel
Marsha Emanuel is the mother of American talent agent and Endeavor CEO Ari Emanuel, and part of the prominent Emanuel family that includes former Chicago mayor Rahm Emanuel.
E688811 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: Marsha Emanuel | Statement: [Ari Emanuel, mother, Marsha Emanuel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marsha Emanuel
Context triple: [Ari Emanuel, mother, Marsha Emanuel]
  • A. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • B. Nancy Covey
    Nancy Covey is an American music producer and tour manager known for organizing folk and world music events and for her long association with British singer-songwriter Richard Thompson.
  • C. Judith Kilpatrick
    Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
  • D. Cherlyn Markowitz
    Cherlyn Markowitz is a fictional character who serves as one of the central figures in the short-lived 1994 American sitcom "704 Hauser," a spin-off of "All in the Family."
  • E. Lori Marshall
    Lori Marshall is an American television writer and author, known for her work on sitcoms and for collaborating on books about and with her father, filmmaker Garry Marshall.
  • 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: Marsha Emanuel
Triple: [Ari Emanuel, mother, Marsha Emanuel]
Generated description
Marsha Emanuel is the mother of American talent agent and Endeavor CEO Ari Emanuel, and part of the prominent Emanuel family that includes former Chicago mayor Rahm Emanuel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marsha Emanuel
Target entity description: Marsha Emanuel is the mother of American talent agent and Endeavor CEO Ari Emanuel, and part of the prominent Emanuel family that includes former Chicago mayor Rahm Emanuel.
  • A. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • B. Nancy Covey
    Nancy Covey is an American music producer and tour manager known for organizing folk and world music events and for her long association with British singer-songwriter Richard Thompson.
  • C. Judith Kilpatrick
    Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
  • D. Cherlyn Markowitz
    Cherlyn Markowitz is a fictional character who serves as one of the central figures in the short-lived 1994 American sitcom "704 Hauser," a spin-off of "All in the Family."
  • E. Lori Marshall
    Lori Marshall is an American television writer and author, known for her work on sitcoms and for collaborating on books about and with her father, filmmaker Garry Marshall.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9df72cc81908d1c04e6e310fbb4 completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8e5664fb8819098ca2138e7c1e044 completed March 29, 2026, 8:40 a.m.
NEDg Description generation batch_69c8e65d13b88190a85b4074122a09c9 completed March 29, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8e6b9d0e48190ae1739ca5b68ee3d completed March 29, 2026, 8:45 a.m.
Created at: March 27, 2026, 2:54 p.m.