Triple

T10066258

Position	Surface form	Disambiguated ID	Type / Status
Subject	Universiti Putra Malaysia	`E213108`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Human Ecology The Faculty of Human Ecology is an academic division of Universiti Putra Malaysia that focuses on the study of human development, family and community well-being, and the interaction between people and their social and physical environments.	`E838908`	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: Faculty of Human Ecology | Statement: [Universiti Putra Malaysia, hasFaculty, Faculty of Human Ecology]

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

Target entity: Faculty of Human Ecology
Context triple: [Universiti Putra Malaysia, hasFaculty, Faculty of Human Ecology]

A. Faculty of Human Ecology
The Faculty of Human Ecology is an academic unit of IPB University in Indonesia that focuses on the study of human development, family and community dynamics, and their interactions with the environment.
B. 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.
C. 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.
D. 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.
E. Faculty of Environment and Natural Resources
The Faculty of Environment and Natural Resources is an academic division of the University of Freiburg specializing in environmental sciences, natural resource management, and sustainability research and education.
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: Faculty of Human Ecology
Triple: [Universiti Putra Malaysia, hasFaculty, Faculty of Human Ecology]

Generated description

The Faculty of Human Ecology is an academic division of Universiti Putra Malaysia that focuses on the study of human development, family and community well-being, and the interaction between people and their social and physical environments.

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

Target entity: Faculty of Human Ecology
Target entity description: The Faculty of Human Ecology is an academic division of Universiti Putra Malaysia that focuses on the study of human development, family and community well-being, and the interaction between people and their social and physical environments.

A. Faculty of Human Ecology
The Faculty of Human Ecology is an academic unit of IPB University in Indonesia that focuses on the study of human development, family and community dynamics, and their interactions with the environment.
B. 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.
C. 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.
D. 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.
E. Faculty of Environment and Natural Resources
The Faculty of Environment and Natural Resources is an academic division of the University of Freiburg specializing in environmental sciences, natural resource management, and sustainability research and education.
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_69ca83977128819084084eb7d1d8c52a`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cdcff63a4c8190bb08a0428aafa189`	completed	April 2, 2026, 2:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d29a8e682881909f5d079cc75e980b`	completed	April 5, 2026, 5:23 p.m.
NEDg	Description generation	`batch_69d29b985e308190a6ec3966e02f429c`	completed	April 5, 2026, 5:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69d29c5f64c881909aa3d093422fe475`	completed	April 5, 2026, 5:31 p.m.

Created at: March 30, 2026, 8:58 p.m.