Triple

T1009947
Position Surface form Disambiguated ID Type / Status
Subject Harry Potter and the Deathly Hallows – Part 2 E21798 entity
Predicate screenwriter P2831 FINISHED
Object Steve Kloves
Steve Kloves is an American screenwriter best known for adapting most of the Harry Potter novels into the successful film series.
E120717 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: Steve Kloves | Statement: [Harry Potter and the Deathly Hallows – Part 2, screenwriter, Steve Kloves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Kloves
Context triple: [Harry Potter and the Deathly Hallows – Part 2, screenwriter, Steve Kloves]
  • A. David Koepp
    David Koepp is an American screenwriter and director best known for writing major Hollywood films such as Jurassic Park, Mission: Impossible, and Spider-Man.
  • B. Jonathan Nolan
    Jonathan Nolan is a British-American screenwriter, director, and producer best known for co-creating the TV series "Westworld" and writing screenplays for films such as "The Dark Knight" and "Interstellar."
  • C. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • D. Alex Kurtzman
    Alex Kurtzman is an American screenwriter, producer, and director best known for co-writing blockbuster films like Star Trek (2009) and for overseeing several modern Star Trek television series.
  • E. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • 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: Steve Kloves
Triple: [Harry Potter and the Deathly Hallows – Part 2, screenwriter, Steve Kloves]
Generated description
Steve Kloves is an American screenwriter best known for adapting most of the Harry Potter novels into the successful film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Kloves
Target entity description: Steve Kloves is an American screenwriter best known for adapting most of the Harry Potter novels into the successful film series.
  • A. David Koepp
    David Koepp is an American screenwriter and director best known for writing major Hollywood films such as Jurassic Park, Mission: Impossible, and Spider-Man.
  • B. Jonathan Nolan
    Jonathan Nolan is a British-American screenwriter, director, and producer best known for co-creating the TV series "Westworld" and writing screenplays for films such as "The Dark Knight" and "Interstellar."
  • C. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • D. Alex Kurtzman
    Alex Kurtzman is an American screenwriter, producer, and director best known for co-writing blockbuster films like Star Trek (2009) and for overseeing several modern Star Trek television series.
  • E. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • 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_69a493c68e24819080ed0ee8bcfd5ce0 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7a3cb608190a2de34a09cd55146 completed March 1, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bab71388190ba8bbfd79a5e0f92 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c30311081909e817de7cf9c2d9b completed March 7, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69ac3c9cc1ec819087df1f4c4efc5646 completed March 7, 2026, 2:56 p.m.
Created at: March 1, 2026, 7:41 p.m.