Triple

T5711093

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Land and Food Systems	`E125909`	entity
Predicate	offersFieldOfStudy	`P2582`	FINISHED
Object	Applied Biology Applied Biology is an interdisciplinary field focused on using biological science to address practical challenges in areas such as agriculture, food systems, environmental management, and human and animal health.	`E541556`	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: Applied Biology | Statement: [Faculty of Land and Food Systems, offersFieldOfStudy, Applied Biology]

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

Target entity: Applied Biology
Context triple: [Faculty of Land and Food Systems, offersFieldOfStudy, Applied Biology]

A. Department of Applied Biosciences
The Department of Applied Biosciences is an academic division at Hokkaido University focused on research and education in biological sciences with practical applications in agriculture and related fields.
B. Applied Health Sciences
Applied Health Sciences is an interdisciplinary field focused on applying scientific knowledge to improve human health, physical activity, and well-being in practical settings.
C. School of Biotechnology
The School of Biotechnology is an academic unit specializing in biotechnology education and research within East China University of Science and Technology.
D. Life Sciences and Applied Markets
Life Sciences and Applied Markets is an Agilent Technologies business segment that provides instruments, software, and services for life science research, clinical diagnostics, and a wide range of applied testing markets such as environmental, food, and forensics.
E. Biological Systems Science
Biological Systems Science is a research subprogram that investigates the structure, function, and interactions of living systems, often using systems biology and omics approaches to understand and predict biological behavior.
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: Applied Biology
Triple: [Faculty of Land and Food Systems, offersFieldOfStudy, Applied Biology]

Generated description

Applied Biology is an interdisciplinary field focused on using biological science to address practical challenges in areas such as agriculture, food systems, environmental management, and human and animal health.

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

Target entity: Applied Biology
Target entity description: Applied Biology is an interdisciplinary field focused on using biological science to address practical challenges in areas such as agriculture, food systems, environmental management, and human and animal health.

A. Department of Applied Biosciences
The Department of Applied Biosciences is an academic division at Hokkaido University focused on research and education in biological sciences with practical applications in agriculture and related fields.
B. Applied Health Sciences
Applied Health Sciences is an interdisciplinary field focused on applying scientific knowledge to improve human health, physical activity, and well-being in practical settings.
C. School of Biotechnology
The School of Biotechnology is an academic unit specializing in biotechnology education and research within East China University of Science and Technology.
D. Life Sciences and Applied Markets
Life Sciences and Applied Markets is an Agilent Technologies business segment that provides instruments, software, and services for life science research, clinical diagnostics, and a wide range of applied testing markets such as environmental, food, and forensics.
E. Biological Systems Science
Biological Systems Science is a research subprogram that investigates the structure, function, and interactions of living systems, often using systems biology and omics approaches to understand and predict biological behavior.
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_69c0082d6fe48190b777fb383769e5c8`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0248df1a8819091e9f3c80dba3f54`	completed	March 22, 2026, 5:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c05a72181081909209a38c3ff7460b`	completed	March 22, 2026, 9:09 p.m.
NEDg	Description generation	`batch_69c05cd2dea88190bc79ca0a7709e7ca`	completed	March 22, 2026, 9:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69c05d8c85f88190a1a962794eeecd8d`	completed	March 22, 2026, 9:22 p.m.

Created at: March 22, 2026, 3:46 p.m.