Triple

T874881
Position Surface form Disambiguated ID Type / Status
Subject Hulu E18894 entity
Predicate hasOriginalProgram P17523 FINISHED
Object 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.
E103962 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 | Statement: [Hulu, hasOriginalProgram, Ramy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ramy
Context triple: [Hulu, hasOriginalProgram, Ramy]
  • A. 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.
  • B. Kumail Nanjiani
    Kumail Nanjiani is a Pakistani-American comedian, actor, and writer best known for his stand-up work, his role on the TV series "Silicon Valley," and co-writing and starring in the film "The Big Sick."
  • C. Andy Samberg
    Andy Samberg is an American comedian, actor, and writer best known as a former Saturday Night Live cast member and star of the television series "Brooklyn Nine-Nine."
  • D. Charlie Day
    Charlie Day is an American actor, comedian, writer, and producer best known for his manic, high-energy performances in projects like the sitcom "It's Always Sunny in Philadelphia" and various film comedies.
  • E. Unbreakable Kimmy Schmidt
    Unbreakable Kimmy Schmidt is an American comedy series created by Tina Fey and Robert Carlock that follows an optimistic woman rebuilding her life in New York City after escaping a doomsday cult.
  • 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
Triple: [Hulu, hasOriginalProgram, Ramy]
Generated description
Ramy is a Hulu original comedy-drama series that follows a first-generation Egyptian-American Muslim navigating faith, family, and identity in New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ramy
Target entity description: Ramy is a Hulu original comedy-drama series that follows a first-generation Egyptian-American Muslim navigating faith, family, and identity in New Jersey.
  • A. 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.
  • B. Kumail Nanjiani
    Kumail Nanjiani is a Pakistani-American comedian, actor, and writer best known for his stand-up work, his role on the TV series "Silicon Valley," and co-writing and starring in the film "The Big Sick."
  • C. Andy Samberg
    Andy Samberg is an American comedian, actor, and writer best known as a former Saturday Night Live cast member and star of the television series "Brooklyn Nine-Nine."
  • D. Charlie Day
    Charlie Day is an American actor, comedian, writer, and producer best known for his manic, high-energy performances in projects like the sitcom "It's Always Sunny in Philadelphia" and various film comedies.
  • E. Unbreakable Kimmy Schmidt
    Unbreakable Kimmy Schmidt is an American comedy series created by Tina Fey and Robert Carlock that follows an optimistic woman rebuilding her life in New York City after escaping a doomsday cult.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2b8063081909566c404ca63a29e completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b8520a008190a15bdb93e8ce2438 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b9774df881908fbd4d1b54442cdc completed March 4, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba46a2ec8190892404cb1f259cf0 completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.