Triple

T17247845
Position Surface form Disambiguated ID Type / Status
Subject Romy and Michele's High School Reunion E418671 entity
Predicate stars P1956 FINISHED
Object Julia Campbell
Julia Campbell is an American actress known for her comedic and character roles in film and television, including a prominent part in "Romy and Michele's High School Reunion."
E1313318 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 Campbell | Statement: [Romy and Michele's High School Reunion, stars, Julia Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julia Campbell
Context triple: [Romy and Michele's High School Reunion, stars, Julia Campbell]
  • A. Julia Maddon
    Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
  • B. Julia Barfield
    Julia Barfield is a British architect best known as the co-designer of the iconic London Eye observation wheel in London.
  • C. Ruby Campbell
    Ruby Campbell was the wife of British speed record breaker Donald Campbell, known primarily for her association with his high-profile racing career.
  • D. 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.
  • E. Julia Callaghan
    Julia Callaghan is known primarily as the daughter of former UK Prime Minister James (Jim) Callaghan.
  • 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 Campbell
Triple: [Romy and Michele's High School Reunion, stars, Julia Campbell]
Generated description
Julia Campbell is an American actress known for her comedic and character roles in film and television, including a prominent part in "Romy and Michele's High School Reunion."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julia Campbell
Target entity description: Julia Campbell is an American actress known for her comedic and character roles in film and television, including a prominent part in "Romy and Michele's High School Reunion."
  • A. Julia Maddon
    Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
  • B. Julia Barfield
    Julia Barfield is a British architect best known as the co-designer of the iconic London Eye observation wheel in London.
  • C. Ruby Campbell
    Ruby Campbell was the wife of British speed record breaker Donald Campbell, known primarily for her association with his high-profile racing career.
  • D. 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.
  • E. Julia Callaghan
    Julia Callaghan is known primarily as the daughter of former UK Prime Minister James (Jim) Callaghan.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42e2569c081908ffd3ee9c76bcc17 completed April 19, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a039ef7b86c81909646d43496223dac completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a03a33cd93c81908ce8b3b61d5d99a8 completed May 12, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_6a03a9c4f32881909a7818097735b105 completed May 12, 2026, 10:29 p.m.
Created at: April 10, 2026, 5:39 a.m.