Triple

T6278226
Position Surface form Disambiguated ID Type / Status
Subject Love Don't Cost a Thing (2003 film) E140713 entity
Predicate castMember P1668 FINISHED
Object Shawn Emanuel
Shawn Emanuel is an actor known for appearing in the 2003 teen romantic comedy film "Love Don't Cost a Thing."
E587026 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: Shawn Emanuel | Statement: [Love Don't Cost a Thing (2003 film), castMember, Shawn Emanuel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shawn Emanuel
Context triple: [Love Don't Cost a Thing (2003 film), castMember, Shawn Emanuel]
  • A. Shawn Matthews
    Shawn Matthews is a senior executive associated with the financial services firm Cantor Fitzgerald.
  • B. Shawn Marks
    Shawn Marks is an individual notable enough to be recognized as a namesake of the surname Marks, though specific widely known public details about him are not clearly established.
  • C. Shawn Patterson
    Shawn Patterson is an American composer and songwriter best known for his work on film and television scores, including the hit song "Everything Is Awesome" from The Lego Movie.
  • D. Shawn Hatosy
    Shawn Hatosy is an American actor known for his roles in films like "Alpha Dog" and the TV series "Animal Kingdom."
  • E. Shawn Lawrence Otto
    Shawn Lawrence Otto is an American screenwriter and author known for his work on the film adaptation of "House of Sand and Fog" and for his writing on science, politics, and public discourse.
  • 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: Shawn Emanuel
Triple: [Love Don't Cost a Thing (2003 film), castMember, Shawn Emanuel]
Generated description
Shawn Emanuel is an actor known for appearing in the 2003 teen romantic comedy film "Love Don't Cost a Thing."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shawn Emanuel
Target entity description: Shawn Emanuel is an actor known for appearing in the 2003 teen romantic comedy film "Love Don't Cost a Thing."
  • A. Shawn Matthews
    Shawn Matthews is a senior executive associated with the financial services firm Cantor Fitzgerald.
  • B. Shawn Marks
    Shawn Marks is an individual notable enough to be recognized as a namesake of the surname Marks, though specific widely known public details about him are not clearly established.
  • C. Shawn Patterson
    Shawn Patterson is an American composer and songwriter best known for his work on film and television scores, including the hit song "Everything Is Awesome" from The Lego Movie.
  • D. Shawn Hatosy
    Shawn Hatosy is an American actor known for his roles in films like "Alpha Dog" and the TV series "Animal Kingdom."
  • E. Shawn Lawrence Otto
    Shawn Lawrence Otto is an American screenwriter and author known for his work on the film adaptation of "House of Sand and Fog" and for his writing on science, politics, and public discourse.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063daec108190859d1d5dbafd5b42 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c603f29b8c81909636526a35547107 completed March 27, 2026, 4:13 a.m.
NEDg Description generation batch_69c604c46cb88190a38b597d38aab4ab completed March 27, 2026, 4:17 a.m.
NED2 Entity disambiguation (via description) batch_69c605222f548190a4219aa431a212ed completed March 27, 2026, 4:18 a.m.
Created at: March 22, 2026, 4:26 p.m.