Triple

T16053276
Position Surface form Disambiguated ID Type / Status
Subject Hitch E389407 entity
Predicate featuresCharacter P626 FINISHED
Object Sara Melas
Sara Melas is a skeptical, sharp-witted gossip columnist who becomes the romantic interest of Will Smith’s character in the 2005 romantic comedy film "Hitch."
 E1193715 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: Sara Melas | Statement: [Hitch, featuresCharacter, Sara Melas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sara Melas
Context triple: [Hitch, featuresCharacter, Sara Melas]
  • A. Sara Hess
    Sara Hess is an American television writer and producer known for her work on acclaimed series such as House of the Dragon and Orange Is the New Black.
  • B. Lea Greco
    Lea Greco is known as the wife of American jazz and pop singer-pianist Buddy Greco.
  • C. Stella Sampas
    Stella Sampas was the third wife and widow of Beat Generation writer Jack Kerouac, known for managing his literary estate after his death.
  • D. Lisa Katselas
    Lisa Katselas is a film producer best known for her work on notable independent and art-house films in the 1990s.
  • E. Katherine Sarafian
    Katherine Sarafian is an American film producer best known for her work at Pixar Animation Studios, including producing the Academy Award–winning feature "Brave."
  • 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: Sara Melas
Triple: [Hitch, featuresCharacter, Sara Melas]
Generated description
Sara Melas is a skeptical, sharp-witted gossip columnist who becomes the romantic interest of Will Smith’s character in the 2005 romantic comedy film "Hitch."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sara Melas
Target entity description: Sara Melas is a skeptical, sharp-witted gossip columnist who becomes the romantic interest of Will Smith’s character in the 2005 romantic comedy film "Hitch."
  • A. Sara Hess
    Sara Hess is an American television writer and producer known for her work on acclaimed series such as House of the Dragon and Orange Is the New Black.
  • B. Lea Greco
    Lea Greco is known as the wife of American jazz and pop singer-pianist Buddy Greco.
  • C. Stella Sampas
    Stella Sampas was the third wife and widow of Beat Generation writer Jack Kerouac, known for managing his literary estate after his death.
  • D. Lisa Katselas
    Lisa Katselas is a film producer best known for her work on notable independent and art-house films in the 1990s.
  • E. Katherine Sarafian
    Katherine Sarafian is an American film producer best known for her work at Pixar Animation Studios, including producing the Academy Award–winning feature "Brave."
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1836365688190b182f29bbb66127e completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb8b1b2c8190949943b20f2f8574 completed May 10, 2026, 2:20 a.m.
NEDg Description generation batch_69ffec06b344819093f164f15f104717 completed May 10, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffec9fc93881909b80bbfe324ebc2c completed May 10, 2026, 2:25 a.m.
Created at: April 10, 2026, 4:56 a.m.