Triple

T15315625
Position Surface form Disambiguated ID Type / Status
Subject William and Mary E366148 entity
Predicate starring P1507 FINISHED
Object Julie Graham
Julie Graham is a Scottish actress known for her work in British television drama and comedy, including prominent roles in series such as "William and Mary," "Survivors," and "Benidorm."
E1305249 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: Julie Graham | Statement: [William and Mary, starring, Julie Graham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie Graham
Context triple: [William and Mary, starring, Julie Graham]
  • A. Julie Ferguson
    Julie Ferguson is the wife of the late American actor and comedian Charles Grodin.
  • B. Julie Hagerty
    Julie Hagerty is an American actress and former model best known for her comedic roles in films such as "Airplane!" and "What About Bob?".
  • C. Julie Richardson
    Julie Richardson is a film producer best known for her work on the acclaimed crime thriller "Collateral."
  • D. Julie Fudge
    Julie Fudge is the daughter of legendary American country singer Patsy Cline and has been involved in preserving and promoting her mother's musical legacy.
  • E. Kat Graham
    Kat Graham is an American actress, singer, and dancer best known for her role as Bonnie Bennett on the supernatural drama series "The Vampire Diaries."
  • 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: Julie Graham
Triple: [William and Mary, starring, Julie Graham]
Generated description
Julie Graham is a Scottish actress known for her work in British television drama and comedy, including prominent roles in series such as "William and Mary," "Survivors," and "Benidorm."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie Graham
Target entity description: Julie Graham is a Scottish actress known for her work in British television drama and comedy, including prominent roles in series such as "William and Mary," "Survivors," and "Benidorm."
  • A. Julie Ferguson
    Julie Ferguson is the wife of the late American actor and comedian Charles Grodin.
  • B. Julie Hagerty
    Julie Hagerty is an American actress and former model best known for her comedic roles in films such as "Airplane!" and "What About Bob?".
  • C. Julie Richardson
    Julie Richardson is a film producer best known for her work on the acclaimed crime thriller "Collateral."
  • D. Julie Fudge
    Julie Fudge is the daughter of legendary American country singer Patsy Cline and has been involved in preserving and promoting her mother's musical legacy.
  • E. Kat Graham
    Kat Graham is an American actress, singer, and dancer best known for her role as Bonnie Bennett on the supernatural drama series "The Vampire Diaries."
  • 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_69d85a121520819093dcce999fdefe1a completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd1d384819098f38402a8740d91 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a035d724d588190a1fa67880c00a9cc completed May 12, 2026, 5:03 p.m.
NEDg Description generation batch_6a036313d0f081908f6fd21f706e666d completed May 12, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_6a0363640e34819091abe29dd1c96941 completed May 12, 2026, 5:29 p.m.
Created at: April 10, 2026, 3:16 a.m.