Triple

T15681994
Position Surface form Disambiguated ID Type / Status
Subject Michael O’Keefe E377599 entity
Predicate spouse P13 FINISHED
Object Emily Donahoe
Emily Donahoe is an American actress and producer known for her work in theater, film, and television.
E1279889 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: Emily Donahoe | Statement: [Michael O’Keefe, spouse, Emily Donahoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emily Donahoe
Context triple: [Michael O’Keefe, spouse, Emily Donahoe]
  • A. Amanda Donohoe
    Amanda Donohoe is a British actress known for her work in film, television, and theatre, including prominent roles in both UK and American productions.
  • B. Mary Beth Johnson
    Mary Beth Johnson is known as the wife of American Western film actor Charles Starrett.
  • C. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • D. Rachel Kelley
    Rachel Kelley was the mother of Jesse Root Grant and the paternal grandmother of U.S. President Ulysses S. Grant.
  • E. Donna Deegan
    Donna Deegan is an American politician, former television news anchor, and founder of a breast cancer charity who serves as the mayor of Jacksonville, Florida.
  • 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: Emily Donahoe
Triple: [Michael O’Keefe, spouse, Emily Donahoe]
Generated description
Emily Donahoe is an American actress and producer known for her work in theater, film, and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emily Donahoe
Target entity description: Emily Donahoe is an American actress and producer known for her work in theater, film, and television.
  • A. Amanda Donohoe
    Amanda Donohoe is a British actress known for her work in film, television, and theatre, including prominent roles in both UK and American productions.
  • B. Mary Beth Johnson
    Mary Beth Johnson is known as the wife of American Western film actor Charles Starrett.
  • C. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • D. Rachel Kelley
    Rachel Kelley was the mother of Jesse Root Grant and the paternal grandmother of U.S. President Ulysses S. Grant.
  • E. Donna Deegan
    Donna Deegan is an American politician, former television news anchor, and founder of a breast cancer charity who serves as the mayor of Jacksonville, Florida.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f306a1c8190a819541a3cc51f5a completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a7c08288190bbaabd03dffa0ab8 completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020b81c0e88190af61ea1a3b89fe8a completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020cc2de908190ae82be94c0d9c1a0 completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 4:16 a.m.