Triple

T7226783
Position Surface form Disambiguated ID Type / Status
Subject Ray Donovan E154799 entity
Predicate featuresCharacter P626 FINISHED
Object Abby Donovan
Abby Donovan is a central character in the television drama "Ray Donovan," known as Ray's strong-willed and morally grounded wife who struggles to hold their troubled family together.
E650099 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: Abby Donovan | Statement: [Ray Donovan, featuresCharacter, Abby Donovan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abby Donovan
Context triple: [Ray Donovan, featuresCharacter, Abby Donovan]
  • A. Abby McGrew
    Abby McGrew is an American philanthropist best known as the wife of former NFL quarterback Eli Manning.
  • B. Allegra Stratton
    Allegra Stratton is a British journalist and former Downing Street press secretary known for her work in political communications and broadcasting.
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Allie Caulfield
    Allie Caulfield is Holden Caulfield’s deceased younger brother in J.D. Salinger’s novel "The Catcher in the Rye," remembered for his intelligence, kindness, and the profound impact his death has on Holden.
  • E. Bree Daniels
    Bree Daniels is the troubled New York City call girl and aspiring actress portrayed by Jane Fonda in the 1971 neo-noir film "Klute."
  • 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: Abby Donovan
Triple: [Ray Donovan, featuresCharacter, Abby Donovan]
Generated description
Abby Donovan is a central character in the television drama "Ray Donovan," known as Ray's strong-willed and morally grounded wife who struggles to hold their troubled family together.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abby Donovan
Target entity description: Abby Donovan is a central character in the television drama "Ray Donovan," known as Ray's strong-willed and morally grounded wife who struggles to hold their troubled family together.
  • A. Abby McGrew
    Abby McGrew is an American philanthropist best known as the wife of former NFL quarterback Eli Manning.
  • B. Allegra Stratton
    Allegra Stratton is a British journalist and former Downing Street press secretary known for her work in political communications and broadcasting.
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Allie Caulfield
    Allie Caulfield is Holden Caulfield’s deceased younger brother in J.D. Salinger’s novel "The Catcher in the Rye," remembered for his intelligence, kindness, and the profound impact his death has on Holden.
  • E. Bree Daniels
    Bree Daniels is the troubled New York City call girl and aspiring actress portrayed by Jane Fonda in the 1971 neo-noir film "Klute."
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9de21e081908f30700f6211c5ef completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc17a3788190842a852fb4b96185 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cccdde308190a02c6892f61025e2 completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd7e891c8190a6a82227addac434 completed March 28, 2026, 12:45 p.m.
Created at: March 27, 2026, 2:54 p.m.