Triple

T9788319
Position Surface form Disambiguated ID Type / Status
Subject Brian Dennehy as Django E237542 entity
Predicate partOfCastWith P14987 FINISHED
Object Lou Romano as Linguini
Lou Romano as Linguini refers to the voice performance by actor Lou Romano as the awkward young garbage boy-turned-chef Alfredo Linguini in Pixar's animated film "Ratatouille."
E821048 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 as Linguini | Statement: [Brian Dennehy as Django, partOfCastWith, Lou Romano as Linguini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lou Romano as Linguini
Context triple: [Brian Dennehy as Django, partOfCastWith, Lou Romano as Linguini]
  • A. Lampwick (Guillermo del Toro's Pinocchio)
    Lampwick is a rebellious and troubled young boy in Guillermo del Toro's stop-motion adaptation of Pinocchio, serving as a cautionary figure whose choices highlight the film’s darker themes of war, authority, and lost innocence.
  • B. John Morris (voice)
    John Morris is an American voice actor best known for voicing Andy Davis in Pixar's Toy Story film series.
  • C. Treebeard (voice)
    Treebeard (voice) is the deep, resonant vocal portrayal of the ancient Ent leader in Peter Jackson’s The Lord of the Rings film adaptations.
  • D. Melman the Giraffe
    Melman the Giraffe is a hypochondriac, neurotic giraffe and one of the main animal characters from the animated Madagascar film franchise.
  • E. Dr. Teeth
    Dr. Teeth is the flamboyant, gold-toothed bandleader and keyboardist of the Electric Mayhem in the Muppets franchise.
  • 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 as Linguini
Triple: [Brian Dennehy as Django, partOfCastWith, Lou Romano as Linguini]
Generated description
Lou Romano as Linguini refers to the voice performance by actor Lou Romano as the awkward young garbage boy-turned-chef Alfredo Linguini in Pixar's animated film "Ratatouille."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lou Romano as Linguini
Target entity description: Lou Romano as Linguini refers to the voice performance by actor Lou Romano as the awkward young garbage boy-turned-chef Alfredo Linguini in Pixar's animated film "Ratatouille."
  • A. Lampwick (Guillermo del Toro's Pinocchio)
    Lampwick is a rebellious and troubled young boy in Guillermo del Toro's stop-motion adaptation of Pinocchio, serving as a cautionary figure whose choices highlight the film’s darker themes of war, authority, and lost innocence.
  • B. John Morris (voice)
    John Morris is an American voice actor best known for voicing Andy Davis in Pixar's Toy Story film series.
  • C. Treebeard (voice)
    Treebeard (voice) is the deep, resonant vocal portrayal of the ancient Ent leader in Peter Jackson’s The Lord of the Rings film adaptations.
  • D. Melman the Giraffe
    Melman the Giraffe is a hypochondriac, neurotic giraffe and one of the main animal characters from the animated Madagascar film franchise.
  • E. Dr. Teeth
    Dr. Teeth is the flamboyant, gold-toothed bandleader and keyboardist of the Electric Mayhem in the Muppets franchise.
  • 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_69ca84da927881909bda80caecad6010 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda2131164819099e8644e40a3cab6 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c427cb2c81909fce8e1958ab3282 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c55c25d48190a73deee049130f05 completed April 5, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69d1c5dd88488190a9444bf473472276 completed April 5, 2026, 2:15 a.m.
Created at: March 30, 2026, 8:27 p.m.