Triple

T7518298
Position Surface form Disambiguated ID Type / Status
Subject Phineas and Ferb E177700 entity
Predicate hasMainCharacter P1183 FINISHED
Object Isabella Garcia-Shapiro
Isabella Garcia-Shapiro is a main character in the animated series "Phineas and Ferb," known as the sweet, resourceful leader of the Fireside Girls who harbors a crush on Phineas.
 E670375 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: Isabella Garcia-Shapiro | Statement: [Phineas and Ferb, hasMainCharacter, Isabella Garcia-Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isabella Garcia-Shapiro
Context triple: [Phineas and Ferb, hasMainCharacter, Isabella Garcia-Shapiro]
  • A. Emily T. Troscianko
    Emily T. Troscianko is a scholar and writer known for her work on consciousness studies and the psychology of reading, including co-authoring the textbook "Consciousness: An Introduction."
  • B. Corinna da Fonseca-Wollheim
    Corinna da Fonseca-Wollheim is a German-American music critic and writer best known for her work with The New York Times covering classical music and contemporary composers.
  • C. Soraya M. Coley
    Soraya M. Coley is an American academic administrator and educator who has served as a leading figure in higher education, notably as the first woman to lead California State Polytechnic University, Pomona.
  • D. Tatiana S. Riegel
    Tatiana S. Riegel is an American film editor known for her acclaimed work on features such as "I, Tonya" and numerous independent and studio films.
  • E. Kathryn McDowell
    Kathryn McDowell is a British arts administrator best known for her long-serving leadership as managing director of the London Symphony Orchestra.
  • 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: Isabella Garcia-Shapiro
Triple: [Phineas and Ferb, hasMainCharacter, Isabella Garcia-Shapiro]
Generated description
Isabella Garcia-Shapiro is a main character in the animated series "Phineas and Ferb," known as the sweet, resourceful leader of the Fireside Girls who harbors a crush on Phineas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isabella Garcia-Shapiro
Target entity description: Isabella Garcia-Shapiro is a main character in the animated series "Phineas and Ferb," known as the sweet, resourceful leader of the Fireside Girls who harbors a crush on Phineas.
  • A. Emily T. Troscianko
    Emily T. Troscianko is a scholar and writer known for her work on consciousness studies and the psychology of reading, including co-authoring the textbook "Consciousness: An Introduction."
  • B. Corinna da Fonseca-Wollheim
    Corinna da Fonseca-Wollheim is a German-American music critic and writer best known for her work with The New York Times covering classical music and contemporary composers.
  • C. Soraya M. Coley
    Soraya M. Coley is an American academic administrator and educator who has served as a leading figure in higher education, notably as the first woman to lead California State Polytechnic University, Pomona.
  • D. Tatiana S. Riegel
    Tatiana S. Riegel is an American film editor known for her acclaimed work on features such as "I, Tonya" and numerous independent and studio films.
  • E. Kathryn McDowell
    Kathryn McDowell is a British arts administrator best known for her long-serving leadership as managing director of the London Symphony Orchestra.
  • 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_69c69f2891148190a484f3b8222c6f1b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5f850c081909e697219071293fc completed March 27, 2026, 9:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8462610b481909fa74023852b0154 completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c8471da6c481909b48db7ad6e9426d completed March 28, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c848026e90819098d0b419101f91e1 completed March 28, 2026, 9:28 p.m.
Created at: March 27, 2026, 3:46 p.m.