Triple

T2139886
Position Surface form Disambiguated ID Type / Status
Subject Ratatouille E46736 entity
Predicate voiceCastMember P9616 FINISHED
Object Lou Romano
Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
E312562 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: Lou Romano | Statement: [Ratatouille, voiceCastMember, Lou Romano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lou Romano
Context triple: [Ratatouille, voiceCastMember, Lou Romano]
  • A. Raymond Albert Romano
    Raymond Albert Romano is an American stand-up comedian and actor best known for starring in the hit sitcom "Everybody Loves Raymond."
  • B. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • C. Victor Buono
    Victor Buono was an American character actor and comedian known for his imposing presence and memorable roles in films and television during the 1960s and 1970s, including his Oscar-nominated performance in "What Ever Happened to Baby Jane?".
  • D. Michael De Luca
    Michael De Luca is an American film producer and studio executive known for overseeing and producing a wide range of major Hollywood films across genres.
  • E. Robert DiNozzi
    Robert DiNozzi is a film producer best known for his work on the thriller movie "Flightplan."
  • 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: Lou Romano
Triple: [Ratatouille, voiceCastMember, Lou Romano]
Generated description
Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lou Romano
Target entity description: Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
  • A. Raymond Albert Romano
    Raymond Albert Romano is an American stand-up comedian and actor best known for starring in the hit sitcom "Everybody Loves Raymond."
  • B. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • C. Victor Buono
    Victor Buono was an American character actor and comedian known for his imposing presence and memorable roles in films and television during the 1960s and 1970s, including his Oscar-nominated performance in "What Ever Happened to Baby Jane?".
  • D. Michael De Luca
    Michael De Luca is an American film producer and studio executive known for overseeing and producing a wide range of major Hollywood films across genres.
  • E. Robert DiNozzi
    Robert DiNozzi is a film producer best known for his work on the thriller movie "Flightplan."
  • 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_69a88a174ab48190a5db20c132e5dccf completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbe025d3c81908bcb33a7ff09eae8 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0861707ec81908f3823ac4f04d4d6 completed March 10, 2026, 8:59 p.m.
NEDg Description generation batch_69b0b2a8502c819083bbe3eb12dadaf2 completed March 11, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b0b3003b608190a578ebfbdc12059e completed March 11, 2026, 12:10 a.m.
Created at: March 4, 2026, 7:44 p.m.