Triple

T15367887
Position Surface form Disambiguated ID Type / Status
Subject Employee of the Month (2006 film) E367463 entity
Predicate starring P1507 FINISHED
Object Marcello Thedford
Marcello Thedford is an American actor known for his supporting roles in film and television, often appearing in comedies and dramas.
E1177352 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: Marcello Thedford | Statement: [Employee of the Month (2006 film), starring, Marcello Thedford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcello Thedford
Context triple: [Employee of the Month (2006 film), starring, Marcello Thedford]
  • A. Gene Quintano
    Gene Quintano is an American screenwriter, director, and producer best known for his work on action-comedy films such as the Police Academy series and other Hollywood genre movies.
  • B. Julian Farino
    Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
  • C. Erich Streator
    Erich Streator is a character from the classic television series "The Twilight Zone," known as the skeptical and increasingly unhinged father in the episode "Living Doll."
  • D. Charles Nicoletti
    Charles Nicoletti was a Chicago mob hitman associated with the Chicago Outfit and reputed to be one of its most feared enforcers during the mid-20th century.
  • E. Andrew Sarlo
    Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
  • 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: Marcello Thedford
Triple: [Employee of the Month (2006 film), starring, Marcello Thedford]
Generated description
Marcello Thedford is an American actor known for his supporting roles in film and television, often appearing in comedies and dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcello Thedford
Target entity description: Marcello Thedford is an American actor known for his supporting roles in film and television, often appearing in comedies and dramas.
  • A. Gene Quintano
    Gene Quintano is an American screenwriter, director, and producer best known for his work on action-comedy films such as the Police Academy series and other Hollywood genre movies.
  • B. Julian Farino
    Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
  • C. Erich Streator
    Erich Streator is a character from the classic television series "The Twilight Zone," known as the skeptical and increasingly unhinged father in the episode "Living Doll."
  • D. Charles Nicoletti
    Charles Nicoletti was a Chicago mob hitman associated with the Chicago Outfit and reputed to be one of its most feared enforcers during the mid-20th century.
  • E. Andrew Sarlo
    Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4a7cdc8190b7b48c97e774c306 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9085d388819092be2fd8a0268e23 completed May 9, 2026, 7:52 p.m.
NEDg Description generation batch_69ff914abd3c819094ac8a2f36458ae9 completed May 9, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69ff95deed84819095137d75b11fc058 completed May 9, 2026, 8:15 p.m.
Created at: April 10, 2026, 3:18 a.m.