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.