Triple

T3096376
Position Surface form Disambiguated ID Type / Status
Subject The Changeling E64603 entity
Predicate directedBy P7373 FINISHED
Object Marc Daniels
Marc Daniels was an American television director best known for his work on the original Star Trek series and numerous classic TV shows of the 1950s–1970s.
 E327460 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: Marc Daniels | Statement: [The Changeling, directedBy, Marc Daniels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marc Daniels
Context triple: [The Changeling, directedBy, Marc Daniels]
  • A. Don Rhymer
    Don Rhymer was an American screenwriter known for his work on family-oriented films and animated features, including contributions to the Rio franchise.
  • B. Daniel Rey
    Daniel Rey is an American musician and record producer best known for his longtime collaboration with the Ramones and co-writing several of their songs.
  • C. Michael Graydon
    Michael Graydon is a retired senior Royal Air Force officer who served as a leading commander of British fighter aviation during the late 20th century.
  • D. Eric Blore
    Eric Blore was an English character actor best known for his comic portrayals of butlers and valets in 1930s and 1940s Hollywood films.
  • E. Daniel Hyde
    Daniel Hyde is a British choral conductor and organist known for his leadership of prestigious cathedral and collegiate choirs, including King’s College, Cambridge.
  • 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: Marc Daniels
Triple: [The Changeling, directedBy, Marc Daniels]
Generated description
Marc Daniels was an American television director best known for his work on the original Star Trek series and numerous classic TV shows of the 1950s–1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marc Daniels
Target entity description: Marc Daniels was an American television director best known for his work on the original Star Trek series and numerous classic TV shows of the 1950s–1970s.
  • A. Don Rhymer
    Don Rhymer was an American screenwriter known for his work on family-oriented films and animated features, including contributions to the Rio franchise.
  • B. Daniel Rey
    Daniel Rey is an American musician and record producer best known for his longtime collaboration with the Ramones and co-writing several of their songs.
  • C. Michael Graydon
    Michael Graydon is a retired senior Royal Air Force officer who served as a leading commander of British fighter aviation during the late 20th century.
  • D. Eric Blore
    Eric Blore was an English character actor best known for his comic portrayals of butlers and valets in 1930s and 1940s Hollywood films.
  • E. Daniel Hyde
    Daniel Hyde is a British choral conductor and organist known for his leadership of prestigious cathedral and collegiate choirs, including King’s College, Cambridge.
  • 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_69ad857dc98481909e585dc3372e3ed5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada23b04188190919a69987d2c180f completed March 8, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2037483fc8190b8343faa58fb9893 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b204a8c5348190a2cb102b08fd6fa5 completed March 12, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69b205bdf5c881908bc6ef7c3c30df65 completed March 12, 2026, 12:15 a.m.
Created at: March 8, 2026, 3:03 p.m.