Triple

T6795778
Position Surface form Disambiguated ID Type / Status
Subject Outlander E156049 entity
Predicate executiveProducer P7225 FINISHED
Object Toni Graphia
Toni Graphia is an American television writer and producer best known for her work on character-driven drama series including serving as an executive producer on "Outlander."
E619796 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: Toni Graphia | Statement: [Outlander, executiveProducer, Toni Graphia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toni Graphia
Context triple: [Outlander, executiveProducer, Toni Graphia]
  • A. Toni
    Toni is a common diminutive given name, typically used as a shorter or more familiar form of names like Anton, Anthony, or Antonia.
  • B. Lenore Kipp
    Lenore Kipp was the wife of American actor Joseph Cotten, known primarily for her long marriage to the classic Hollywood star.
  • C. Toni Tintor
    Toni Tintor is a musician best known for having been an early member of the American punk rock band Rise Against.
  • D. Muriel Bagge
    Muriel Bagge is the kind, elderly Scottish woman who lovingly cares for Courage the Cowardly Dog in the animated horror-comedy series.
  • E. LisaGay Hamilton
    LisaGay Hamilton is an American actress and director best known for her acclaimed work in television, film, and theater, including her role on the legal drama series "The Practice."
  • 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: Toni Graphia
Triple: [Outlander, executiveProducer, Toni Graphia]
Generated description
Toni Graphia is an American television writer and producer best known for her work on character-driven drama series including serving as an executive producer on "Outlander."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toni Graphia
Target entity description: Toni Graphia is an American television writer and producer best known for her work on character-driven drama series including serving as an executive producer on "Outlander."
  • A. Toni
    Toni is a common diminutive given name, typically used as a shorter or more familiar form of names like Anton, Anthony, or Antonia.
  • B. Lenore Kipp
    Lenore Kipp was the wife of American actor Joseph Cotten, known primarily for her long marriage to the classic Hollywood star.
  • C. Toni Tintor
    Toni Tintor is a musician best known for having been an early member of the American punk rock band Rise Against.
  • D. Muriel Bagge
    Muriel Bagge is the kind, elderly Scottish woman who lovingly cares for Courage the Cowardly Dog in the animated horror-comedy series.
  • E. LisaGay Hamilton
    LisaGay Hamilton is an American actress and director best known for her acclaimed work in television, film, and theater, including her role on the legal drama series "The Practice."
  • 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_69c6881844448190a65822d9b39d7f88 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2c6e7dc8190b1f33372d047baba completed March 27, 2026, 6:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a9354448190890846c2e84bb22c completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71c57e29481908ffa5a1918c46dfa completed March 28, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69c71ce85c4c8190ac894259de0a3341 completed March 28, 2026, 12:12 a.m.
Created at: March 27, 2026, 2:15 p.m.