Triple

T6091974
Position Surface form Disambiguated ID Type / Status
Subject The Affair E135785 entity
Predicate executiveProducer P7225 FINISHED
Object Anya Epstein
Anya Epstein is an American television writer and producer known for her work on acclaimed drama series such as The Affair.
E567904 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: Anya Epstein | Statement: [The Affair, executiveProducer, Anya Epstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anya Epstein
Context triple: [The Affair, executiveProducer, Anya Epstein]
  • A. Alexandra Papenfus
    Alexandra Papenfus is a person after whom another individual named Alexandra was named, suggesting she holds personal or familial significance to the namer.
  • B. Alisa Lepselter
    Alisa Lepselter is an American film editor best known for her long-time collaboration with director Woody Allen on numerous critically acclaimed films.
  • C. Lily Schechner
    Lily Schechner is the teenage protagonist and aspiring witch at the center of the supernatural coming-of-age story in the film "The Craft: Legacy."
  • D. Nina Loeb
    Nina Loeb was an American socialite and member of the prominent Loeb banking family who married financier and Federal Reserve pioneer Paul Warburg.
  • E. Kate Schechter
    Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
  • 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: Anya Epstein
Triple: [The Affair, executiveProducer, Anya Epstein]
Generated description
Anya Epstein is an American television writer and producer known for her work on acclaimed drama series such as The Affair.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anya Epstein
Target entity description: Anya Epstein is an American television writer and producer known for her work on acclaimed drama series such as The Affair.
  • A. Alexandra Papenfus
    Alexandra Papenfus is a person after whom another individual named Alexandra was named, suggesting she holds personal or familial significance to the namer.
  • B. Alisa Lepselter
    Alisa Lepselter is an American film editor best known for her long-time collaboration with director Woody Allen on numerous critically acclaimed films.
  • C. Lily Schechner
    Lily Schechner is the teenage protagonist and aspiring witch at the center of the supernatural coming-of-age story in the film "The Craft: Legacy."
  • D. Nina Loeb
    Nina Loeb was an American socialite and member of the prominent Loeb banking family who married financier and Federal Reserve pioneer Paul Warburg.
  • E. Kate Schechter
    Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c057ab7324819086d4708e6f9391c0 completed March 22, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c125365a7481909e40d01c2d3590aa completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125c1a230819095dd0a56309880eb completed March 23, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c126c641448190a826c213e8ab05af completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 4:12 p.m.