Triple

T23468203
Position Surface form Disambiguated ID Type / Status
Subject Eat Pray Love E569152 entity
Predicate director P255 FINISHED
Object Ryan Murphy
Ryan Murphy is an American television and film producer, writer, and director best known for creating series such as Glee, American Horror Story, and Pose.
 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: [Eat Pray Love, director, Ryan Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ryan Murphy
Context triple: [Eat Pray Love, director, 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. Caleb Berlanti
    Caleb Berlanti is one of the children of television producer, writer, and director Greg Berlanti.
  • D. 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.
  • E. 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.
  • 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: [Eat Pray Love, director, Ryan Murphy]
Generated description
Ryan Murphy is an American television and film producer, writer, and director best known for creating series such as Glee, American Horror Story, and Pose.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ryan Murphy
Target entity description: Ryan Murphy is an American television and film producer, writer, and director best known for creating series such as Glee, American Horror Story, and Pose.
  • 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. Caleb Berlanti
    Caleb Berlanti is one of the children of television producer, writer, and director Greg Berlanti.
  • D. 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.
  • E. 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.
  • 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_69e2458ebd808190b3298163132cfb0b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a6fd280c81908aae05f0851466eb completed April 29, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8256ede08190a95e0074245e9eff completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6efb0d88190bf15b18cc3f12482 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca819f6dc8190852bb3c06768ac5a completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:54 p.m.