Triple

T21004133
Position Surface form Disambiguated ID Type / Status
Subject Hynes E517369 entity
Predicate hasNotableBearer P458 FINISHED
Object James Hynes
James Hynes is an American novelist and critic known for his darkly comic fiction that often blends literary satire with elements of horror and speculative fiction.
 E1461940 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: James Hynes | Statement: [Hynes, hasNotableBearer, James Hynes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Hynes
Context triple: [Hynes, hasNotableBearer, James Hynes]
  • A. Martin Hynes
    Martin Hynes is an American screenwriter and filmmaker best known for co-writing the story for Pixar’s animated film "Toy Story 4."
  • B. Ed Burke
    Ed Burke is a filmmaker best known for co-directing the intimate 2013 HBO documentary about Beyoncé’s life and career, "Life Is But a Dream."
  • C. Ed Burke
    Ed Burke is a music producer best known for his work on Beyoncé’s concert film and live album "Homecoming."
  • D. Brian Moynahan
    Brian Moynahan is a British journalist, historian, and author known for his works on Russian and European history.
  • E. Brendan Durkan
    Brendan Durkan is an individual notable enough to be recognized as a bearer of the surname Durkan, though specific widely known public details about him are not readily available.
  • 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: James Hynes
Triple: [Hynes, hasNotableBearer, James Hynes]
Generated description
James Hynes is an American novelist and critic known for his darkly comic fiction that often blends literary satire with elements of horror and speculative fiction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Hynes
Target entity description: James Hynes is an American novelist and critic known for his darkly comic fiction that often blends literary satire with elements of horror and speculative fiction.
  • A. Martin Hynes
    Martin Hynes is an American screenwriter and filmmaker best known for co-writing the story for Pixar’s animated film "Toy Story 4."
  • B. Ed Burke
    Ed Burke is a filmmaker best known for co-directing the intimate 2013 HBO documentary about Beyoncé’s life and career, "Life Is But a Dream."
  • C. Ed Burke
    Ed Burke is a music producer best known for his work on Beyoncé’s concert film and live album "Homecoming."
  • D. Brian Moynahan
    Brian Moynahan is a British journalist, historian, and author known for his works on Russian and European history.
  • E. Brendan Durkan
    Brendan Durkan is an individual notable enough to be recognized as a bearer of the surname Durkan, though specific widely known public details about him are not readily available.
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc3978b0819082b63a98962a673e completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b563d148190a2c06e8550fa071e completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a093c1b09708190afd8e748dc4b3888 completed May 17, 2026, 3:55 a.m.
NED2 Entity disambiguation (via description) batch_6a093c885164819093708d94e6fa6f95 completed May 17, 2026, 3:56 a.m.
Created at: April 16, 2026, 1:52 p.m.