Triple

T5659263
Position Surface form Disambiguated ID Type / Status
Subject Marcelo Suárez-Orozco E124694 entity
Predicate notableWork P4 FINISHED
Object 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.
E537836 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: Learning a New Land: Immigrant Students in American Society | Statement: [Marcelo Suárez-Orozco, notableWork, Learning a New Land: Immigrant Students in American Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Learning a New Land: Immigrant Students in American Society
Context triple: [Marcelo Suárez-Orozco, notableWork, Learning a New Land: Immigrant Students in American Society]
  • A. Immigration Wars: Forging an American Solution
    "Immigration Wars: Forging an American Solution" is a policy-focused book that outlines proposals for comprehensive U.S. immigration reform, co-authored by former Florida governor Jeb Bush.
  • B. Remember: The Journey to School Integration
    "Remember: The Journey to School Integration" is a nonfiction children's picture book by Toni Morrison that uses archival photographs and narrative to depict the history and emotional reality of school desegregation in the United States.
  • C. Education in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • D. If Your Back’s Not Bent: The Role of the Citizenship Education Program in the Civil Rights Movement
    If Your Back’s Not Bent: The Role of the Citizenship Education Program in the Civil Rights Movement is a memoir and historical account by civil rights leader Dorothy Cotton that highlights the crucial role of grassroots citizenship education in empowering Black communities during the Civil Rights Movement.
  • E. Remembering Our Indian School Days: The Boarding School Experience
    "Remembering Our Indian School Days: The Boarding School Experience" is a museum exhibition that explores the history and impact of American Indian boarding schools on Native students, families, and communities.
  • 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: Learning a New Land: Immigrant Students in American Society
Triple: [Marcelo Suárez-Orozco, notableWork, Learning a New Land: Immigrant Students in American Society]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Learning a New Land: Immigrant Students in American Society
Target entity description: 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.
  • A. Immigration Wars: Forging an American Solution
    "Immigration Wars: Forging an American Solution" is a policy-focused book that outlines proposals for comprehensive U.S. immigration reform, co-authored by former Florida governor Jeb Bush.
  • B. Remember: The Journey to School Integration
    "Remember: The Journey to School Integration" is a nonfiction children's picture book by Toni Morrison that uses archival photographs and narrative to depict the history and emotional reality of school desegregation in the United States.
  • C. Education in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • D. If Your Back’s Not Bent: The Role of the Citizenship Education Program in the Civil Rights Movement
    If Your Back’s Not Bent: The Role of the Citizenship Education Program in the Civil Rights Movement is a memoir and historical account by civil rights leader Dorothy Cotton that highlights the crucial role of grassroots citizenship education in empowering Black communities during the Civil Rights Movement.
  • E. Remembering Our Indian School Days: The Boarding School Experience
    "Remembering Our Indian School Days: The Boarding School Experience" is a museum exhibition that explores the history and impact of American Indian boarding schools on Native students, families, and communities.
  • 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_69c0082774a481909d7e63fb2aad56ac completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c0231e3c388190a2dd2c59b4a25881 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04da37ffc819095f33e7e66e7c1d0 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04edf30448190a60eda49b8b031a0 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb62690819083327781cb857ccc completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:42 p.m.