Triple

T21858719
Position Surface form Disambiguated ID Type / Status
Subject Carola Suárez-Orozco E539700 entity
Predicate notableWork P4 FINISHED
Object Transitions: The Development of Children of Immigrants
"Transitions: The Development of Children of Immigrants" is a scholarly book that examines the psychological, educational, and social experiences of children growing up in immigrant families, highlighting how they adapt and develop across contexts.
E1505640 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: Transitions: The Development of Children of Immigrants | Statement: [Carola Suárez-Orozco, notableWork, Transitions: The Development of Children of Immigrants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transitions: The Development of Children of Immigrants
Context triple: [Carola Suárez-Orozco, notableWork, Transitions: The Development of Children of Immigrants]
  • A. Learning a New Land: Immigrant Students in American Society
    Learning a New Land: Immigrant Students in American Society is a sociological and educational study that examines the experiences, challenges, and adaptation of immigrant children and adolescents in U.S. schools and communities.
  • B. Children of Immigration
    "Children of Immigration" is a scholarly book by Marcelo Suárez-Orozco that examines the psychological, social, and educational experiences of immigrant children growing up in the United States.
  • C. The Child, the Family, and the Outside World
    The Child, the Family, and the Outside World is a seminal psychoanalytic book exploring early emotional development and the crucial role of family and environment in shaping a child’s inner world.
  • D. The Immigrant’s Daughter
    The Immigrant’s Daughter is a historical novel by Howard Fast that continues his multigenerational saga of an immigrant family in America, exploring themes of identity, politics, and social change.
  • E. Of Parents and Children
    "Of Parents and Children" is a short essay by Francis Bacon that reflects on the duties, affections, and social implications of having and raising children.
  • 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: Transitions: The Development of Children of Immigrants
Triple: [Carola Suárez-Orozco, notableWork, Transitions: The Development of Children of Immigrants]
Generated description
"Transitions: The Development of Children of Immigrants" is a scholarly book that examines the psychological, educational, and social experiences of children growing up in immigrant families, highlighting how they adapt and develop across contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transitions: The Development of Children of Immigrants
Target entity description: "Transitions: The Development of Children of Immigrants" is a scholarly book that examines the psychological, educational, and social experiences of children growing up in immigrant families, highlighting how they adapt and develop across contexts.
  • A. Learning a New Land: Immigrant Students in American Society
    Learning a New Land: Immigrant Students in American Society is a sociological and educational study that examines the experiences, challenges, and adaptation of immigrant children and adolescents in U.S. schools and communities.
  • B. Children of Immigration
    "Children of Immigration" is a scholarly book by Marcelo Suárez-Orozco that examines the psychological, social, and educational experiences of immigrant children growing up in the United States.
  • C. The Child, the Family, and the Outside World
    The Child, the Family, and the Outside World is a seminal psychoanalytic book exploring early emotional development and the crucial role of family and environment in shaping a child’s inner world.
  • D. The Immigrant’s Daughter
    The Immigrant’s Daughter is a historical novel by Howard Fast that continues his multigenerational saga of an immigrant family in America, exploring themes of identity, politics, and social change.
  • E. Of Parents and Children
    "Of Parents and Children" is a short essay by Francis Bacon that reflects on the duties, affections, and social implications of having and raising children.
  • 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_69e0c47829648190bbe2d1d7033768ec completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f0d63944d88190b6bd5e6ba4cc8ec1 completed April 28, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a4bd8fd408190914d31d05ec26daf completed May 17, 2026, 11:14 p.m.
NEDg Description generation batch_6a0a4c629bf88190aad7d0413aa6778a completed May 17, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4ce206f88190b8d0520468bb01cb completed May 17, 2026, 11:18 p.m.
Created at: April 16, 2026, 6:56 p.m.