Triple

T11841110
Position Surface form Disambiguated ID Type / Status
Subject Jim Cummings E281653 entity
Predicate notableWork P4 FINISHED
Object Ray the Firefly (The Princess and the Frog) (voice)
Ray the Firefly is a lovable, Cajun-accented firefly character from Disney’s animated film "The Princess and the Frog," known for his comic relief and heartfelt devotion to his beloved "Evangeline."
 E949134 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: Ray the Firefly (The Princess and the Frog) (voice) | Statement: [Jim Cummings, notableWork, Ray the Firefly (The Princess and the Frog) (voice)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray the Firefly (The Princess and the Frog) (voice)
Context triple: [Jim Cummings, notableWork, Ray the Firefly (The Princess and the Frog) (voice)]
  • A. Mushu
    Mushu is the small, wisecracking dragon who serves as Mulan’s comedic guardian and loyal companion in Disney’s animated film.
  • B. 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.
  • C. Jiminy Cricket
    Jiminy Cricket is a small, wisecracking cricket who serves as Pinocchio’s conscience and moral guide in Disney’s adaptation of the classic tale.
  • D. Narrator (Disney's "Cinderella")
    The Narrator in Disney's "Cinderella" is the off-screen voice that introduces and guides the fairy-tale story, setting its tone and framing the events for the audience.
  • E. Coco (Dronkey)
    Coco is one of the hybrid dragon-donkey offspring, or "Dronkeys," born to Donkey and Dragon in the Shrek film series.
  • 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: Ray the Firefly (The Princess and the Frog) (voice)
Triple: [Jim Cummings, notableWork, Ray the Firefly (The Princess and the Frog) (voice)]
Generated description
Ray the Firefly is a lovable, Cajun-accented firefly character from Disney’s animated film "The Princess and the Frog," known for his comic relief and heartfelt devotion to his beloved "Evangeline."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray the Firefly (The Princess and the Frog) (voice)
Target entity description: Ray the Firefly is a lovable, Cajun-accented firefly character from Disney’s animated film "The Princess and the Frog," known for his comic relief and heartfelt devotion to his beloved "Evangeline."
  • A. Mushu
    Mushu is the small, wisecracking dragon who serves as Mulan’s comedic guardian and loyal companion in Disney’s animated film.
  • B. 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.
  • C. Jiminy Cricket
    Jiminy Cricket is a small, wisecracking cricket who serves as Pinocchio’s conscience and moral guide in Disney’s adaptation of the classic tale.
  • D. Narrator (Disney's "Cinderella")
    The Narrator in Disney's "Cinderella" is the off-screen voice that introduces and guides the fairy-tale story, setting its tone and framing the events for the audience.
  • E. Coco (Dronkey)
    Coco is one of the hybrid dragon-donkey offspring, or "Dronkeys," born to Donkey and Dragon in the Shrek film series.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a658f918819092c2db05fe2ab0ce completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1678668ac81909bddf67e8c176757 completed April 29, 2026, 2:05 a.m.
NEDg Description generation batch_69f17005c318819090e54bc64d135477 completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17814de1881908973af026af5d1d1 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.