Triple

T2227261
Position Surface form Disambiguated ID Type / Status
Subject Social Sciences Division E48680 entity
Predicate hasDepartment P35 FINISHED
Object Department of Comparative Human Development
The Department of Comparative Human Development is an interdisciplinary academic unit that studies human development and behavior across cultural, social, biological, and psychological contexts.
E246154 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: Department of Comparative Human Development | Statement: [Social Sciences Division, hasDepartment, Department of Comparative Human Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Comparative Human Development
Context triple: [Social Sciences Division, hasDepartment, Department of Comparative Human Development]
  • A. Department of Human Development
    The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
  • B. Graduate School of Education and Human Development
    The Graduate School of Education and Human Development is George Washington University’s school dedicated to advanced study and research in education, human development, and related professional fields.
  • C. Harvard Center for Population and Development Studies
    The Harvard Center for Population and Development Studies is a Harvard research center that investigates global population health, demographic change, and social determinants of health to inform policy and improve well-being worldwide.
  • D. College of Education and Human Development
    The College of Education and Human Development is an academic unit at the University of Massachusetts Boston focused on preparing educators and professionals in fields related to teaching, learning, and human development.
  • E. College of Education and Human Development
    The College of Education and Human Development is an academic unit at George Mason University that prepares educators, researchers, and professionals in teaching, counseling, leadership, and human development fields.
  • 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: Department of Comparative Human Development
Triple: [Social Sciences Division, hasDepartment, Department of Comparative Human Development]
Generated description
The Department of Comparative Human Development is an interdisciplinary academic unit that studies human development and behavior across cultural, social, biological, and psychological contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Comparative Human Development
Target entity description: The Department of Comparative Human Development is an interdisciplinary academic unit that studies human development and behavior across cultural, social, biological, and psychological contexts.
  • A. Department of Human Development
    The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
  • B. Graduate School of Education and Human Development
    The Graduate School of Education and Human Development is George Washington University’s school dedicated to advanced study and research in education, human development, and related professional fields.
  • C. Harvard Center for Population and Development Studies
    The Harvard Center for Population and Development Studies is a Harvard research center that investigates global population health, demographic change, and social determinants of health to inform policy and improve well-being worldwide.
  • D. College of Education and Human Development
    The College of Education and Human Development is an academic unit at the University of Massachusetts Boston focused on preparing educators and professionals in fields related to teaching, learning, and human development.
  • E. College of Education and Human Development
    The College of Education and Human Development is an academic unit at George Mason University that prepares educators, researchers, and professionals in teaching, counseling, leadership, and human development fields.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0411e388190b35e82ad6688bfe3 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6565513081908b1117d16c375aec completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae67387ce08190aca43fdf949e98b2 completed March 9, 2026, 6:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae679aa46c8190a7431f661f65580b completed March 9, 2026, 6:24 a.m.
Created at: March 4, 2026, 7:47 p.m.