Triple

T4414401
Position Surface form Disambiguated ID Type / Status
Subject Nora Ephron E94928 entity
Predicate sibling P363 FINISHED
Object Hallie Ephron
Hallie Ephron is an American novelist, book reviewer, and crime fiction author known for her mystery novels and writing guides.
E444324 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: Hallie Ephron | Statement: [Nora Ephron, sibling, Hallie Ephron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hallie Ephron
Context triple: [Nora Ephron, sibling, Hallie Ephron]
  • A. Delia Ephron
    Delia Ephron is an American screenwriter, novelist, and playwright known for her collaborations with her sister Nora Ephron on popular films such as "You've Got Mail."
  • B. Phoebe Ephron
    Phoebe Ephron was an American playwright and screenwriter known for co-writing numerous mid-20th-century stage and film works and for being part of a prominent family of writers that included her daughter Nora Ephron.
  • C. Amy Ephron
    Amy Ephron is an American author, screenwriter, and producer known for her novels and essays, and as a member of the prominent Ephron family of writers and filmmakers.
  • D. Nell Benjamin
    Nell Benjamin is an American lyricist and composer best known for her work on Broadway musicals such as Legally Blonde and Mean Girls.
  • E. Mary-Ellis Bunim
    Mary-Ellis Bunim was an American television producer best known as a pioneer of modern reality TV, particularly through co-creating influential series like MTV’s "The Real World."
  • 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: Hallie Ephron
Triple: [Nora Ephron, sibling, Hallie Ephron]
Generated description
Hallie Ephron is an American novelist, book reviewer, and crime fiction author known for her mystery novels and writing guides.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hallie Ephron
Target entity description: Hallie Ephron is an American novelist, book reviewer, and crime fiction author known for her mystery novels and writing guides.
  • A. Delia Ephron
    Delia Ephron is an American screenwriter, novelist, and playwright known for her collaborations with her sister Nora Ephron on popular films such as "You've Got Mail."
  • B. Phoebe Ephron
    Phoebe Ephron was an American playwright and screenwriter known for co-writing numerous mid-20th-century stage and film works and for being part of a prominent family of writers that included her daughter Nora Ephron.
  • C. Amy Ephron
    Amy Ephron is an American author, screenwriter, and producer known for her novels and essays, and as a member of the prominent Ephron family of writers and filmmakers.
  • D. Nell Benjamin
    Nell Benjamin is an American lyricist and composer best known for her work on Broadway musicals such as Legally Blonde and Mean Girls.
  • E. Mary-Ellis Bunim
    Mary-Ellis Bunim was an American television producer best known as a pioneer of modern reality TV, particularly through co-creating influential series like MTV’s "The Real World."
  • 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b354e940d48190b49cca6796d60de4 completed March 13, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b650e656148190be51f790dc3d5f4d completed March 15, 2026, 6:25 a.m.
NEDg Description generation batch_69b652473e588190b118e33aae859d17 completed March 15, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69b652ed79d88190811e98f133010b2a completed March 15, 2026, 6:34 a.m.
Created at: March 12, 2026, 11:29 p.m.