Triple

T8274256
Position Surface form Disambiguated ID Type / Status
Subject College of Health and Human Services (CSULB) E193501 entity
Predicate hasUnit P35 FINISHED
Object Department of Family and Consumer Sciences (CSULB)
The Department of Family and Consumer Sciences at California State University, Long Beach offers interdisciplinary programs focused on improving individual, family, and community well-being through areas such as nutrition, child development, fashion merchandising, and family studies.
E723009 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 Family and Consumer Sciences (CSULB) | Statement: [College of Health and Human Services (CSULB), hasUnit, Department of Family and Consumer Sciences (CSULB)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Family and Consumer Sciences (CSULB)
Context triple: [College of Health and Human Services (CSULB), hasUnit, Department of Family and Consumer Sciences (CSULB)]
  • A. Department of Consumer and Food Sciences
    The Department of Consumer and Food Sciences is an academic unit focused on food science, nutrition, and consumer-related research and education within the natural and agricultural sciences.
  • B. Faculty of Home Science
    The Faculty of Home Science is an academic division specializing in studies related to nutrition, family resource management, human development, textiles, and home economics within Rashtrasant Tukadoji Maharaj Nagpur University.
  • C. Department of Human Ecology
    The Department of Human Ecology is an academic unit that studies the relationships between humans and their environments, often integrating social, behavioral, and environmental sciences within the context of agriculture and sustainability.
  • D. College of Family, Home, and Social Sciences
    The College of Family, Home, and Social Sciences is a major academic division at Brigham Young University that focuses on disciplines such as sociology, psychology, economics, geography, and family studies to explore human behavior and social systems.
  • E. College of Agriculture and Human Ecology
    The College of Agriculture and Human Ecology is an academic division of Tennessee Tech University that focuses on agricultural sciences, environmental stewardship, and human-focused disciplines such as nutrition, family studies, and community development.
  • 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 Family and Consumer Sciences (CSULB)
Triple: [College of Health and Human Services (CSULB), hasUnit, Department of Family and Consumer Sciences (CSULB)]
Generated description
The Department of Family and Consumer Sciences at California State University, Long Beach offers interdisciplinary programs focused on improving individual, family, and community well-being through areas such as nutrition, child development, fashion merchandising, and family studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Family and Consumer Sciences (CSULB)
Target entity description: The Department of Family and Consumer Sciences at California State University, Long Beach offers interdisciplinary programs focused on improving individual, family, and community well-being through areas such as nutrition, child development, fashion merchandising, and family studies.
  • A. Department of Consumer and Food Sciences
    The Department of Consumer and Food Sciences is an academic unit focused on food science, nutrition, and consumer-related research and education within the natural and agricultural sciences.
  • B. Faculty of Home Science
    The Faculty of Home Science is an academic division specializing in studies related to nutrition, family resource management, human development, textiles, and home economics within Rashtrasant Tukadoji Maharaj Nagpur University.
  • C. Department of Human Ecology
    The Department of Human Ecology is an academic unit that studies the relationships between humans and their environments, often integrating social, behavioral, and environmental sciences within the context of agriculture and sustainability.
  • D. College of Family, Home, and Social Sciences
    The College of Family, Home, and Social Sciences is a major academic division at Brigham Young University that focuses on disciplines such as sociology, psychology, economics, geography, and family studies to explore human behavior and social systems.
  • E. College of Agriculture and Human Ecology
    The College of Agriculture and Human Ecology is an academic division of Tennessee Tech University that focuses on agricultural sciences, environmental stewardship, and human-focused disciplines such as nutrition, family studies, and community development.
  • 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_69ca82e14ae481908ffdb822cd2192bc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb798bc29c8190927ef4b0662d6b98 completed March 31, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd68502888819084bfe4621978711d completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6c21172481908dc04b85ee4370a8 completed April 1, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e0d1b8c8190b5183cc176432061 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:51 p.m.