Triple

T4687810
Position Surface form Disambiguated ID Type / Status
Subject Ramy E103962 entity
Predicate executiveProducer P7225 FINISHED
Object Ari Katcher
Ari Katcher is a television writer and producer best known for his work on the acclaimed comedy-drama series "Ramy."
E464540 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: Ari Katcher | Statement: [Ramy, executiveProducer, Ari Katcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ari Katcher
Context triple: [Ramy, executiveProducer, Ari Katcher]
  • A. Aubrey O’Day
    Aubrey O’Day is an American singer, reality television personality, and former member of the pop girl group Danity Kane, known for her work in music and appearances on shows like "Making the Band."
  • B. Adeena Sussman
    Adeena Sussman is an American-Israeli cookbook author and food writer known for her vibrant, flavor-forward recipes and collaborations with prominent culinary figures.
  • C. Reese Feldman
    Reese Feldman is the primary villain and drug kingpin in the 2004 action-comedy film "Starsky & Hutch."
  • D. Camryn Manheim
    Camryn Manheim is an American actress best known for her Emmy-winning role as attorney Ellenor Frutt on the legal drama series "The Practice."
  • E. M. J. Curtis
    M. J. Curtis was an architect known for designing the Nevada State Capitol building in Carson City.
  • 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: Ari Katcher
Triple: [Ramy, executiveProducer, Ari Katcher]
Generated description
Ari Katcher is a television writer and producer best known for his work on the acclaimed comedy-drama series "Ramy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ari Katcher
Target entity description: Ari Katcher is a television writer and producer best known for his work on the acclaimed comedy-drama series "Ramy."
  • A. Aubrey O’Day
    Aubrey O’Day is an American singer, reality television personality, and former member of the pop girl group Danity Kane, known for her work in music and appearances on shows like "Making the Band."
  • B. Adeena Sussman
    Adeena Sussman is an American-Israeli cookbook author and food writer known for her vibrant, flavor-forward recipes and collaborations with prominent culinary figures.
  • C. Reese Feldman
    Reese Feldman is the primary villain and drug kingpin in the 2004 action-comedy film "Starsky & Hutch."
  • D. Camryn Manheim
    Camryn Manheim is an American actress best known for her Emmy-winning role as attorney Ellenor Frutt on the legal drama series "The Practice."
  • E. M. J. Curtis
    M. J. Curtis was an architect known for designing the Nevada State Capitol building in Carson City.
  • 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_69be105a709c819083504fe1dc1612d8 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be1278af588190832bcb037d18aa8f completed March 21, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69be12d51db08190aca8c36972ea6e4e completed March 21, 2026, 3:39 a.m.
Created at: March 20, 2026, 1:16 p.m.