Triple

T13676059
Position Surface form Disambiguated ID Type / Status
Subject Larry Harvey E327880 entity
Predicate createdBy P806 FINISHED
Object Ryan Murphy
Ryan Murphy is an American television producer, writer, and director best known for creating hit series such as Glee, Nip/Tuck, and American Horror Story.
 E199781 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: Ryan Murphy | Statement: [Larry Harvey, createdBy, Ryan Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ryan Murphy
Context triple: [Larry Harvey, createdBy, Ryan Murphy]
  • A. Ryan Murphy
    Ryan Murphy is an American television producer, writer, and director best known for creating hit series such as Glee, American Horror Story, and Pose.
  • B. Mitchell Hurwitz
    Mitchell Hurwitz is an American television writer and producer best known for creating the critically acclaimed sitcom "Arrested Development."
  • C. Josh Schwartz
    Josh Schwartz is an American television writer and producer best known for creating popular teen dramas such as The O.C., Gossip Girl, and co-creating Marvel’s Runaways.
  • D. Danny Strong
    Danny Strong is an American actor, screenwriter, and producer known for his work on acclaimed projects such as the TV series Empire and the films Recount and Game Change.
  • E. Michael Patrick King
    Michael Patrick King is an American writer, director, and producer best known for his work on the television series "Sex and the City" and its related projects.
  • 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: Ryan Murphy
Triple: [Larry Harvey, createdBy, Ryan Murphy]
Generated description
Ryan Murphy is an American television producer, writer, and director best known for creating hit series such as Glee, Nip/Tuck, and American Horror Story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ryan Murphy
Target entity description: Ryan Murphy is an American television producer, writer, and director best known for creating hit series such as Glee, Nip/Tuck, and American Horror Story.
  • A. Ryan Murphy chosen
    Ryan Murphy is an American television producer, writer, and director best known for creating hit series such as Glee, American Horror Story, and Pose.
  • B. Mitchell Hurwitz
    Mitchell Hurwitz is an American television writer and producer best known for creating the critically acclaimed sitcom "Arrested Development."
  • C. Josh Schwartz
    Josh Schwartz is an American television writer and producer best known for creating popular teen dramas such as The O.C., Gossip Girl, and co-creating Marvel’s Runaways.
  • D. Danny Strong
    Danny Strong is an American actor, screenwriter, and producer known for his work on acclaimed projects such as the TV series Empire and the films Recount and Game Change.
  • E. Michael Patrick King
    Michael Patrick King is an American writer, director, and producer best known for his work on the television series "Sex and the City" and its related projects.
  • F. None of above.

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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65c04988190b675e6fb7241e53c completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7c6fb2b708190ae6e36bfb93f8bdd completed May 3, 2026, 10:06 p.m.
NEDg Description generation batch_69f7c93a3d0c8190a6417f0db54119f5 completed May 3, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9b2930c8190983f2c55a0dd35f6 completed May 3, 2026, 10:18 p.m.
Created at: April 9, 2026, 9:53 p.m.