Triple

T15849245
Position Surface form Disambiguated ID Type / Status
Subject CFANS E384292 entity
Predicate hasUnit P35 FINISHED
Object Department of Applied Economics
The Department of Applied Economics is an academic unit specializing in the practical application of economic theory and quantitative methods to real-world issues in areas such as agriculture, environment, and policy.
E786443 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 Applied Economics | Statement: [CFANS, hasUnit, Department of Applied Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Applied Economics
Context triple: [CFANS, hasUnit, Department of Applied Economics]
  • A. Department of Applied Economics
    The Department of Applied Economics is an academic unit at Yangon University of Economics that focuses on the practical application of economic theory to real-world policy and business issues.
  • B. Department of Applied Economics and Statistics
    The Department of Applied Economics and Statistics is an academic unit that focuses on applying economic theory and statistical methods to issues in agriculture, natural resources, and related fields.
  • C. Department of Agricultural Economics
    The Department of Agricultural Economics is an academic unit specializing in the economic analysis of agriculture, food systems, and rural development within Hokkaido University's Faculty of Agriculture.
  • D. Department of Agricultural Economics
    The Department of Agricultural Economics is an academic unit at the University of Nairobi that focuses on the economic aspects of agriculture, including farm management, agricultural policy, rural development, and agribusiness.
  • E. Department of Agricultural Economics
    The Department of Agricultural Economics is an academic unit specializing in the economic aspects of agriculture, including farm management, agricultural policy, and rural 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 Applied Economics
Triple: [CFANS, hasUnit, Department of Applied Economics]
Generated description
The Department of Applied Economics is an academic unit specializing in the practical application of economic theory and quantitative methods to real-world issues in areas such as agriculture, environment, and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Applied Economics
Target entity description: The Department of Applied Economics is an academic unit specializing in the practical application of economic theory and quantitative methods to real-world issues in areas such as agriculture, environment, and policy.
  • A. Department of Applied Economics chosen
    The Department of Applied Economics is an academic unit at Yangon University of Economics that focuses on the practical application of economic theory to real-world policy and business issues.
  • B. Department of Applied Economics and Statistics
    The Department of Applied Economics and Statistics is an academic unit that focuses on applying economic theory and statistical methods to issues in agriculture, natural resources, and related fields.
  • C. Department of Agricultural Economics
    The Department of Agricultural Economics is an academic unit at the University of Nairobi that focuses on the economic aspects of agriculture, including farm management, agricultural policy, rural development, and agribusiness.
  • D. Department of Agricultural Economics
    The Department of Agricultural Economics is an academic unit specializing in the economic analysis of agriculture, food systems, and rural development within Hokkaido University's Faculty of Agriculture.
  • E. Department of Agricultural Economics
    The Department of Agricultural Economics is an academic unit specializing in the economic aspects of agriculture, including farm management, agricultural policy, and rural development.
  • F. None of above.

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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e14caa3fa481909bd01f3b901d7716 completed April 16, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa145f2dc819092db805806b6e1d5 completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa41a86ec8190b46d541965ecf26e completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa496f3e48190b8dc82bece548aec completed May 9, 2026, 9:18 p.m.
Created at: April 10, 2026, 4:50 a.m.