Triple

T3066811
Position Surface form Disambiguated ID Type / Status
Subject The Book Thief E62121 entity
Predicate mainCharacter P1183 FINISHED
Object Rosa Hubermann
Rosa Hubermann is a sharp-tongued but deeply caring foster mother in Markus Zusak’s novel "The Book Thief," known for her tough exterior that masks a strong sense of loyalty and love.
E322819 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: Rosa Hubermann | Statement: [The Book Thief, mainCharacter, Rosa Hubermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rosa Hubermann
Context triple: [The Book Thief, mainCharacter, Rosa Hubermann]
  • A. Bernarda Cabrera
    Bernarda Cabrera is a fictional character in Gabriel García Márquez’s novella "Of Love and Other Demons," set in colonial Colombia and involved in the story’s themes of superstition, power, and forbidden desire.
  • B. Mama Elena
    Mama Elena is the domineering matriarch in Laura Esquivel’s novel "Like Water for Chocolate," whose strict adherence to tradition and emotional repression profoundly shapes her daughters’ lives.
  • C. Fermina Daza
    Fermina Daza is a central character in Gabriel García Márquez’s novel "Love in the Time of Cholera," known for her complex romantic life and enduring, conflicted relationship with Florentino Ariza.
  • D. Amaranta
    Amaranta is a central member of the Buendía family in Gabriel García Márquez’s novel "One Hundred Years of Solitude," known for her lifelong virginity, unfulfilled loves, and embodiment of solitude and stubborn pride.
  • E. Dolores Solitano
    Dolores Solitano is a supporting character in the film "Silver Linings Playbook," known as the caring but anxious mother of protagonist Pat Solitano.
  • 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: Rosa Hubermann
Triple: [The Book Thief, mainCharacter, Rosa Hubermann]
Generated description
Rosa Hubermann is a sharp-tongued but deeply caring foster mother in Markus Zusak’s novel "The Book Thief," known for her tough exterior that masks a strong sense of loyalty and love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rosa Hubermann
Target entity description: Rosa Hubermann is a sharp-tongued but deeply caring foster mother in Markus Zusak’s novel "The Book Thief," known for her tough exterior that masks a strong sense of loyalty and love.
  • A. Bernarda Cabrera
    Bernarda Cabrera is a fictional character in Gabriel García Márquez’s novella "Of Love and Other Demons," set in colonial Colombia and involved in the story’s themes of superstition, power, and forbidden desire.
  • B. Mama Elena
    Mama Elena is the domineering matriarch in Laura Esquivel’s novel "Like Water for Chocolate," whose strict adherence to tradition and emotional repression profoundly shapes her daughters’ lives.
  • C. Fermina Daza
    Fermina Daza is a central character in Gabriel García Márquez’s novel "Love in the Time of Cholera," known for her complex romantic life and enduring, conflicted relationship with Florentino Ariza.
  • D. Amaranta
    Amaranta is a central member of the Buendía family in Gabriel García Márquez’s novel "One Hundred Years of Solitude," known for her lifelong virginity, unfulfilled loves, and embodiment of solitude and stubborn pride.
  • E. Dolores Solitano
    Dolores Solitano is a supporting character in the film "Silver Linings Playbook," known as the caring but anxious mother of protagonist Pat Solitano.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fd87308190918e7b616f033faa completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef16cf2881908265dfe8a1e3424d completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1f028cd0881909b35bf1870aae534 completed March 11, 2026, 10:43 p.m.
NED2 Entity disambiguation (via description) batch_69b1f0a0f15481909f71c702ecc93924 completed March 11, 2026, 10:45 p.m.
Created at: March 8, 2026, 3:02 p.m.