Triple

T6153129
Position Surface form Disambiguated ID Type / Status
Subject Once and Again E137253 entity
Predicate starring P1507 FINISHED
Object Julia Whelan
Julia Whelan is an American actress and acclaimed audiobook narrator best known for her role on the television series "Once and Again" and for narrating numerous popular novels.
E614807 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: Julia Whelan | Statement: [Once and Again, starring, Julia Whelan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julia Whelan
Context triple: [Once and Again, starring, Julia Whelan]
  • A. Julia Chinn
    Julia Chinn was an enslaved woman of mixed race who became the common-law wife and household manager of U.S. Vice President Richard Mentor Johnson, wielding unusual authority for a Black woman in early 19th-century Kentucky.
  • B. Julia Cumson
    Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
  • C. Julia Barfield
    Julia Barfield is a British architect best known as the co-designer of the iconic London Eye observation wheel in London.
  • D. Julia Dean
    Julia Dean was an American actress known for her work in early- to mid-20th-century film and theater, including a role in the classic noir drama "Nightmare Alley."
  • E. Julia Hamer
    Julia Hamer is a British professional wrestler better known by her ring name Saraya Knight, a prominent figure in the UK independent wrestling scene and mother of WWE star Paige.
  • 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: Julia Whelan
Triple: [Once and Again, starring, Julia Whelan]
Generated description
Julia Whelan is an American actress and acclaimed audiobook narrator best known for her role on the television series "Once and Again" and for narrating numerous popular novels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julia Whelan
Target entity description: Julia Whelan is an American actress and acclaimed audiobook narrator best known for her role on the television series "Once and Again" and for narrating numerous popular novels.
  • A. Julia Chinn
    Julia Chinn was an enslaved woman of mixed race who became the common-law wife and household manager of U.S. Vice President Richard Mentor Johnson, wielding unusual authority for a Black woman in early 19th-century Kentucky.
  • B. Julia Cumson
    Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
  • C. Julia Barfield
    Julia Barfield is a British architect best known as the co-designer of the iconic London Eye observation wheel in London.
  • D. Julia Dean
    Julia Dean was an American actress known for her work in early- to mid-20th-century film and theater, including a role in the classic noir drama "Nightmare Alley."
  • E. Julia Hamer
    Julia Hamer is a British professional wrestler better known by her ring name Saraya Knight, a prominent figure in the UK independent wrestling scene and mother of WWE star Paige.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05cfe20408190b5ec9b987e1a4206 completed March 22, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70adafa888190be606aba83a50302 completed March 27, 2026, 10:55 p.m.
NEDg Description generation batch_69c70b70c38081909de88ca0d97aa7f4 completed March 27, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69c70bc0ec70819091c588c136cfa70f completed March 27, 2026, 10:59 p.m.
Created at: March 22, 2026, 4:16 p.m.