Triple

T9741117
Position Surface form Disambiguated ID Type / Status
Subject What Happens in Vegas E236186 entity
Predicate director P255 FINISHED
Object Tom Vaughan
Tom Vaughan is a British film and television director best known for helming the romantic comedy film "What Happens in Vegas."
E818801 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: Tom Vaughan | Statement: [What Happens in Vegas, director, Tom Vaughan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Vaughan
Context triple: [What Happens in Vegas, director, Tom Vaughan]
  • A. Brion James
    Brion James was an American character actor best known for his distinctive roles in science fiction and action films, including his memorable performance as the replicant Leon in "Blade Runner."
  • B. Luke Goss
    Luke Goss is an English actor and former drummer best known for his roles in genre films such as "Blade II" and "Hellboy II: The Golden Army."
  • C. Rob Morrow
    Rob Morrow is an American actor best known for his roles in the television series "Northern Exposure" and "Numb3rs."
  • D. Ray Jackson
    Ray Jackson is a former American college basketball player best known as one of the University of Michigan's famed "Fab Five" in the early 1990s.
  • E. Stephen Garrett
    Stephen Garrett is a British television and film producer best known as the co-founder and former executive chairman of the production company Kudos, behind acclaimed series such as "Spooks" and "Life on Mars."
  • 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: Tom Vaughan
Triple: [What Happens in Vegas, director, Tom Vaughan]
Generated description
Tom Vaughan is a British film and television director best known for helming the romantic comedy film "What Happens in Vegas."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Vaughan
Target entity description: Tom Vaughan is a British film and television director best known for helming the romantic comedy film "What Happens in Vegas."
  • A. Brion James
    Brion James was an American character actor best known for his distinctive roles in science fiction and action films, including his memorable performance as the replicant Leon in "Blade Runner."
  • B. Luke Goss
    Luke Goss is an English actor and former drummer best known for his roles in genre films such as "Blade II" and "Hellboy II: The Golden Army."
  • C. Rob Morrow
    Rob Morrow is an American actor best known for his roles in the television series "Northern Exposure" and "Numb3rs."
  • D. Ray Jackson
    Ray Jackson is a former American college basketball player best known as one of the University of Michigan's famed "Fab Five" in the early 1990s.
  • E. Stephen Garrett
    Stephen Garrett is a British television and film producer best known as the co-founder and former executive chairman of the production company Kudos, behind acclaimed series such as "Spooks" and "Life on Mars."
  • 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_69ca84d3e24481908a476e2231123cf9 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9f2af3e48190b83a442cd0e84062 completed April 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afe974608190874e2aba2189de80 completed April 5, 2026, 12:42 a.m.
NEDg Description generation batch_69d1b08ba1f48190830852f9d60e3368 completed April 5, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69d1b124659481909e7a2ecaf01d8a50 completed April 5, 2026, 12:47 a.m.
Created at: March 30, 2026, 8:23 p.m.