Triple

T4626413
Position Surface form Disambiguated ID Type / Status
Subject The Deep End of the Ocean E101107 entity
Predicate starring P1507 FINISHED
Object John Kapelos
John Kapelos is a Canadian character actor best known for his roles in films like The Breakfast Club and numerous television series.
 E457480 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: John Kapelos | Statement: [The Deep End of the Ocean, starring, John Kapelos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Kapelos
Context triple: [The Deep End of the Ocean, starring, John Kapelos]
  • A. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • B. Frank Klopas
    Frank Klopas is a Greek-American former professional soccer player and coach best known for his long-standing association with the Chicago Fire as both a player and manager.
  • C. Ken Dedes
    Ken Dedes is a legendary Javanese queen regarded as the first queen of the Singhasari kingdom and a central figure in Indonesian historical and mythological narratives.
  • D. Tosh Angelos
    Tosh Angelos was the first husband of writer and civil rights activist Maya Angelou, with whom she had her only child.
  • E. George Miliotes
    George Miliotes is a renowned master sommelier and wine expert best known for his influential work in restaurant wine programs and hospitality.
  • 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: John Kapelos
Triple: [The Deep End of the Ocean, starring, John Kapelos]
Generated description
John Kapelos is a Canadian character actor best known for his roles in films like The Breakfast Club and numerous television series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Kapelos
Target entity description: John Kapelos is a Canadian character actor best known for his roles in films like The Breakfast Club and numerous television series.
  • A. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • B. Frank Klopas
    Frank Klopas is a Greek-American former professional soccer player and coach best known for his long-standing association with the Chicago Fire as both a player and manager.
  • C. Ken Dedes
    Ken Dedes is a legendary Javanese queen regarded as the first queen of the Singhasari kingdom and a central figure in Indonesian historical and mythological narratives.
  • D. Tosh Angelos
    Tosh Angelos was the first husband of writer and civil rights activist Maya Angelou, with whom she had her only child.
  • E. George Miliotes
    George Miliotes is a renowned master sommelier and wine expert best known for his influential work in restaurant wine programs and hospitality.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a0a7b588190bc6552ee5babb198 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaab30508190881828adab92ba22 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb56021081909b23d22770bf3c88 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbf15f1481908b76bcdd37ebd4ce completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:13 p.m.