Triple

T3757964
Position Surface form Disambiguated ID Type / Status
Subject The Darkest Hour E82092 entity
Predicate storyBy P1955 FINISHED
Object M.T. Ahern
M.T. Ahern is an author best known for writing the work titled "The Darkest Hour."
 E385710 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: M.T. Ahern | Statement: [The Darkest Hour, storyBy, M.T. Ahern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M.T. Ahern
Context triple: [The Darkest Hour, storyBy, M.T. Ahern]
  • A. Mary Hartnett
    Mary Hartnett is an American lawyer and author best known as a co-author of the definitive biography of U.S. Supreme Court Justice Ruth Bader Ginsburg.
  • B. Annie M. Cronin
    Annie M. Cronin was the wife of U.S. Supreme Court Justice Pierce Butler and a member of a prominent Catholic family in early 20th-century American legal and social circles.
  • C. Lenore Kipp
    Lenore Kipp was the wife of American actor Joseph Cotten, known primarily for her long marriage to the classic Hollywood star.
  • D. C. E. Webber
    C. E. Webber was a British television writer and script editor credited with helping develop the original concept and format of the long-running science fiction series Doctor Who.
  • E. Pamela Frank
    Pamela Frank is an acclaimed American violinist renowned for her expressive performances and influential teaching career.
  • 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: M.T. Ahern
Triple: [The Darkest Hour, storyBy, M.T. Ahern]
Generated description
M.T. Ahern is an author best known for writing the work titled "The Darkest Hour."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M.T. Ahern
Target entity description: M.T. Ahern is an author best known for writing the work titled "The Darkest Hour."
  • A. Mary Hartnett
    Mary Hartnett is an American lawyer and author best known as a co-author of the definitive biography of U.S. Supreme Court Justice Ruth Bader Ginsburg.
  • B. Annie M. Cronin
    Annie M. Cronin was the wife of U.S. Supreme Court Justice Pierce Butler and a member of a prominent Catholic family in early 20th-century American legal and social circles.
  • C. Lenore Kipp
    Lenore Kipp was the wife of American actor Joseph Cotten, known primarily for her long marriage to the classic Hollywood star.
  • D. C. E. Webber
    C. E. Webber was a British television writer and script editor credited with helping develop the original concept and format of the long-running science fiction series Doctor Who.
  • E. Pamela Frank
    Pamela Frank is an acclaimed American violinist renowned for her expressive performances and influential teaching career.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbc04d348190b0e4a90d18bdd160 completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e50f77fc8190b7774a7359118c9c completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e5fe22f0819088effd8a0eae72e6 completed March 14, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69b4e671e02c819094cae2a3a2abb1b4 completed March 14, 2026, 4:39 a.m.
Created at: March 8, 2026, 3:35 p.m.