Triple

T19275095
Position Surface form Disambiguated ID Type / Status
Subject Giannini Hall E482030 entity
Predicate affiliation P10 FINISHED
Object Department of Agricultural and Resource Economics, UC Berkeley
The Department of Agricultural and Resource Economics at UC Berkeley is a leading academic department specializing in the economics of agriculture, natural resources, the environment, and international development.
E1367922 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 Agricultural and Resource Economics, UC Berkeley | Statement: [Giannini Hall, affiliation, Department of Agricultural and Resource Economics, UC Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Agricultural and Resource Economics, UC Berkeley
Context triple: [Giannini Hall, affiliation, Department of Agricultural and Resource Economics, UC Berkeley]
  • A. Department of Economics, University of California, Berkeley
    The Department of Economics at the University of California, Berkeley is a leading academic center for economic research and education, renowned for its influential faculty, rigorous programs, and significant contributions to economic theory and policy.
  • B. Department of Agricultural and Resource Economics
    The Department of Agricultural and Resource Economics is an academic unit at Kyoto University that focuses on the economic analysis and policy aspects of agriculture, natural resources, and rural development.
  • C. Department of Agricultural and Resource Economics
    The Department of Agricultural and Resource Economics is an academic unit at the University of Tokyo that focuses on the economic analysis and management of agriculture, natural resources, and related rural and environmental issues.
  • 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. 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 Agricultural and Resource Economics, UC Berkeley
Triple: [Giannini Hall, affiliation, Department of Agricultural and Resource Economics, UC Berkeley]
Generated description
The Department of Agricultural and Resource Economics at UC Berkeley is a leading academic department specializing in the economics of agriculture, natural resources, the environment, and international development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Agricultural and Resource Economics, UC Berkeley
Target entity description: The Department of Agricultural and Resource Economics at UC Berkeley is a leading academic department specializing in the economics of agriculture, natural resources, the environment, and international development.
  • A. Department of Economics, University of California, Berkeley
    The Department of Economics at the University of California, Berkeley is a leading academic center for economic research and education, renowned for its influential faculty, rigorous programs, and significant contributions to economic theory and policy.
  • B. Department of Agricultural and Resource Economics
    The Department of Agricultural and Resource Economics is an academic unit at Kyoto University that focuses on the economic analysis and policy aspects of agriculture, natural resources, and rural development.
  • C. Department of Agricultural and Resource Economics
    The Department of Agricultural and Resource Economics is an academic unit at the University of Tokyo that focuses on the economic analysis and management of agriculture, natural resources, and related rural and environmental issues.
  • 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. 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_69d8e8ce54cc8190998418ff1f66ef28 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fbbb2fc08190b417a6d0b7a9d6b8 completed April 20, 2026, 10:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e748ba48190bc2a17906f7ad842 completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070ef513888190b8c9f8c2de36f234 completed May 15, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_6a070feb5d948190b8d05d13f250d2ab completed May 15, 2026, 12:22 p.m.
Created at: April 10, 2026, 1:29 p.m.