Triple

T8948777

Position	Surface form	Disambiguated ID	Type / Status
Subject	College of Natural Sciences	`E213289`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	School of Human Ecology The School of Human Ecology is an academic unit focused on the study of human development, behavior, and well-being within social and environmental contexts.	`E768283`	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: School of Human Ecology | Statement: [College of Natural Sciences, hasDepartment, School of Human Ecology]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: School of Human Ecology
Context triple: [College of Natural Sciences, hasDepartment, School of Human Ecology]

A. College of Human Ecology
The College of Human Ecology is a Cornell University college that integrates social, biological, and design sciences to study and improve human health, development, and well-being in real-world contexts.
B. College of Human Ecology
The College of Human Ecology at Yonsei University is an academic unit focused on studying and improving human life and well-being through disciplines such as human development, family studies, consumer science, and related social and behavioral sciences.
C. College of Human Ecology
The College of Human Ecology is an academic unit of Seoul National University focused on the study of human life, behavior, and environments through disciplines such as consumer science, child and family studies, and food and nutrition.
D. College of Education and Human Ecology
The College of Education and Human Ecology is an academic unit at Ohio State University focused on research and teaching in education, human development, and related social and behavioral sciences.
E. School of Human Sciences
The School of Human Sciences is an academic unit at Stephen F. Austin State University that focuses on disciplines related to human development, family and consumer sciences, and the improvement of individual and community well-being.
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: School of Human Ecology
Triple: [College of Natural Sciences, hasDepartment, School of Human Ecology]

Generated description

The School of Human Ecology is an academic unit focused on the study of human development, behavior, and well-being within social and environmental contexts.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: School of Human Ecology
Target entity description: The School of Human Ecology is an academic unit focused on the study of human development, behavior, and well-being within social and environmental contexts.

A. College of Human Ecology
The College of Human Ecology at Yonsei University is an academic unit focused on studying and improving human life and well-being through disciplines such as human development, family studies, consumer science, and related social and behavioral sciences.
B. College of Human Ecology
The College of Human Ecology is an academic unit of Seoul National University focused on the study of human life, behavior, and environments through disciplines such as consumer science, child and family studies, and food and nutrition.
C. College of Human Ecology
The College of Human Ecology is a Cornell University college that integrates social, biological, and design sciences to study and improve human health, development, and well-being in real-world contexts.
D. College of Education and Human Ecology
The College of Education and Human Ecology is an academic unit at Ohio State University focused on research and teaching in education, human development, and related social and behavioral sciences.
E. School of Human Sciences
The School of Human Sciences is an academic unit at Stephen F. Austin State University that focuses on disciplines related to human development, family and consumer sciences, and the improvement of individual and community well-being.
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_69ca839843408190a39069a029a89f15`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc6709c7a48190ab503083a1d6a29f`	completed	April 1, 2026, 12:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfc206550c8190abf016f25b14fa64`	completed	April 3, 2026, 1:35 p.m.
NEDg	Description generation	`batch_69cfc3f170a08190a2cab07eb280ee3b`	completed	April 3, 2026, 1:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfc476204481909f0baaf400483f33`	completed	April 3, 2026, 1:45 p.m.

Created at: March 30, 2026, 6:59 p.m.