Triple

T7752981
Position Surface form Disambiguated ID Type / Status
Subject National Center for Science and Engineering Statistics E175813 entity
Predicate partOf P40 FINISHED
Object Directorate for Social, Behavioral and Economic Sciences
The Directorate for Social, Behavioral and Economic Sciences is a division of the U.S. National Science Foundation that supports research and data collection on human behavior, social systems, and economic processes.
E685496 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: Directorate for Social, Behavioral and Economic Sciences | Statement: [National Center for Science and Engineering Statistics, partOf, Directorate for Social, Behavioral and Economic Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate for Social, Behavioral and Economic Sciences
Context triple: [National Center for Science and Engineering Statistics, partOf, Directorate for Social, Behavioral and Economic Sciences]
  • A. Department of Social and Decision Sciences
    The Department of Social and Decision Sciences is an interdisciplinary academic unit at Carnegie Mellon University that focuses on the study of human behavior, decision-making, and public policy using methods from psychology, economics, and related social sciences.
  • B. Social Sciences Division
    The Social Sciences Division at the University of Chicago is a major academic unit encompassing departments and programs that study human society, behavior, and institutions through disciplines such as economics, political science, sociology, and anthropology.
  • C. Social Science Research Center
    The Social Science Research Center is a multidisciplinary research institute affiliated with Mississippi State University that conducts applied and academic studies on social and behavioral issues.
  • D. Department of Socioeconomics
    The Department of Socioeconomics is an academic unit at the Vienna University of Economics and Business that focuses on the interdisciplinary study of social and economic structures, processes, and policies.
  • E. Behavioral and Social Research Program
    The Behavioral and Social Research Program is a National Institute on Aging initiative that supports research on how behavioral, psychological, social, and economic factors influence aging and health across the lifespan.
  • 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: Directorate for Social, Behavioral and Economic Sciences
Triple: [National Center for Science and Engineering Statistics, partOf, Directorate for Social, Behavioral and Economic Sciences]
Generated description
The Directorate for Social, Behavioral and Economic Sciences is a division of the U.S. National Science Foundation that supports research and data collection on human behavior, social systems, and economic processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate for Social, Behavioral and Economic Sciences
Target entity description: The Directorate for Social, Behavioral and Economic Sciences is a division of the U.S. National Science Foundation that supports research and data collection on human behavior, social systems, and economic processes.
  • A. Department of Social and Decision Sciences
    The Department of Social and Decision Sciences is an interdisciplinary academic unit at Carnegie Mellon University that focuses on the study of human behavior, decision-making, and public policy using methods from psychology, economics, and related social sciences.
  • B. Social Sciences Division
    The Social Sciences Division at the University of Chicago is a major academic unit encompassing departments and programs that study human society, behavior, and institutions through disciplines such as economics, political science, sociology, and anthropology.
  • C. Social Science Research Center
    The Social Science Research Center is a multidisciplinary research institute affiliated with Mississippi State University that conducts applied and academic studies on social and behavioral issues.
  • D. Department of Socioeconomics
    The Department of Socioeconomics is an academic unit at the Vienna University of Economics and Business that focuses on the interdisciplinary study of social and economic structures, processes, and policies.
  • E. Behavioral and Social Research Program
    The Behavioral and Social Research Program is a National Institute on Aging initiative that supports research on how behavioral, psychological, social, and economic factors influence aging and health across the lifespan.
  • 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_69c6996180088190832e38e8d83ff54a completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c703b4b54c819088ffe918ce5c7de4 completed March 27, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be5a649c81909c94d629348b34fc completed March 29, 2026, 5:53 a.m.
NEDg Description generation batch_69c8bf06242c8190b38bae041484096d completed March 29, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8bf5aa1348190a5c369bece6fb6db completed March 29, 2026, 5:57 a.m.
Created at: March 27, 2026, 4:08 p.m.