Triple

T4687797
Position Surface form Disambiguated ID Type / Status
Subject Ramy E103962 entity
Predicate creator P184 FINISHED
Object Ramy Youssef
Ramy Youssef is an American stand-up comedian, actor, writer, and director best known for creating and starring in the acclaimed Hulu series "Ramy," which explores faith, identity, and the Muslim-American experience.
E459867 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: Ramy Youssef | Statement: [Ramy, creator, Ramy Youssef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ramy Youssef
Context triple: [Ramy, creator, Ramy Youssef]
  • A. Ramy
    Ramy is a Hulu original comedy-drama series that follows a first-generation Egyptian-American Muslim navigating faith, family, and identity in New Jersey.
  • B. Aziz Ansari
    Aziz Ansari is an American stand-up comedian, actor, writer, and director best known for his role on "Parks and Recreation" and for creating and starring in the acclaimed series "Master of None."
  • C. Ike Barinholtz
    Ike Barinholtz is an American actor, comedian, writer, and director known for his work on the TV series "The Mindy Project" and films such as "Neighbors" and "Blockers."
  • D. Randall Park
    Randall Park is an American actor, comedian, writer, and director known for roles in projects like "Fresh Off the Boat," "Always Be My Maybe," and the Marvel Cinematic Universe.
  • E. Keegan-Michael Key
    Keegan-Michael Key is an American actor, comedian, and writer best known as co-creator and star of the sketch series "Key & Peele" and for his extensive work in film and television comedy.
  • 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: Ramy Youssef
Triple: [Ramy, creator, Ramy Youssef]
Generated description
Ramy Youssef is an American stand-up comedian, actor, writer, and director best known for creating and starring in the acclaimed Hulu series "Ramy," which explores faith, identity, and the Muslim-American experience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ramy Youssef
Target entity description: Ramy Youssef is an American stand-up comedian, actor, writer, and director best known for creating and starring in the acclaimed Hulu series "Ramy," which explores faith, identity, and the Muslim-American experience.
  • A. Ramy
    Ramy is a Hulu original comedy-drama series that follows a first-generation Egyptian-American Muslim navigating faith, family, and identity in New Jersey.
  • B. Aziz Ansari
    Aziz Ansari is an American stand-up comedian, actor, writer, and director best known for his role on "Parks and Recreation" and for creating and starring in the acclaimed series "Master of None."
  • C. Ike Barinholtz
    Ike Barinholtz is an American actor, comedian, writer, and director known for his work on the TV series "The Mindy Project" and films such as "Neighbors" and "Blockers."
  • D. Randall Park
    Randall Park is an American actor, comedian, writer, and director known for roles in projects like "Fresh Off the Boat," "Always Be My Maybe," and the Marvel Cinematic Universe.
  • E. Keegan-Michael Key
    Keegan-Michael Key is an American actor, comedian, and writer best known as co-creator and star of the sketch series "Key & Peele" and for his extensive work in film and television comedy.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6397f6888190a9024a51d4d34f2b completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b75e3481908aa27eeaeec490ca completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be042adb8c8190b6889c3a5b9c18cc completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be048f7d7881908ab19bd37c92b423 completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:16 p.m.