Triple

T15861041
Position Surface form Disambiguated ID Type / Status
Subject Bern University of Applied Sciences E384584 entity
Predicate hasFaculty P141 FINISHED
Object School of Agricultural, Forest and Food Sciences
The School of Agricultural, Forest and Food Sciences is a faculty of Bern University of Applied Sciences specializing in education and research in agriculture, forestry, and food systems.
E1180830 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 Agricultural, Forest and Food Sciences | Statement: [Bern University of Applied Sciences, hasFaculty, School of Agricultural, Forest and Food Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Agricultural, Forest and Food Sciences
Context triple: [Bern University of Applied Sciences, hasFaculty, School of Agricultural, Forest and Food Sciences]
  • A. Faculty of Agricultural and Forestry Sciences
    The Faculty of Agricultural and Forestry Sciences is an academic unit of the Universidad de La Frontera in Chile that specializes in education and research related to agriculture, forestry, and natural resource management.
  • B. Faculty of Agricultural and Food Sciences
    The Faculty of Agricultural and Food Sciences is an academic division of the University of Manitoba specializing in education and research related to agriculture, food systems, and related environmental and biological sciences.
  • C. Faculty of Agricultural and Food Sciences
    The Faculty of Agricultural and Food Sciences is an academic division of the American University of Beirut specializing in education and research related to agriculture, food systems, and nutrition.
  • D. Faculty of Agricultural and Food Sciences
    The Faculty of Agricultural and Food Sciences is an academic division of the University of Milan specializing in education and research on agriculture, food production, and related environmental sciences.
  • E. Faculty of Agriculture and Food Sciences
    The Faculty of Agriculture and Food Sciences is an academic unit of the University of Sarajevo specializing in education and research in agriculture, food production, and related environmental sciences.
  • 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 Agricultural, Forest and Food Sciences
Triple: [Bern University of Applied Sciences, hasFaculty, School of Agricultural, Forest and Food Sciences]
Generated description
The School of Agricultural, Forest and Food Sciences is a faculty of Bern University of Applied Sciences specializing in education and research in agriculture, forestry, and food systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Agricultural, Forest and Food Sciences
Target entity description: The School of Agricultural, Forest and Food Sciences is a faculty of Bern University of Applied Sciences specializing in education and research in agriculture, forestry, and food systems.
  • A. Faculty of Agricultural and Forestry Sciences
    The Faculty of Agricultural and Forestry Sciences is an academic unit of the Universidad de La Frontera in Chile that specializes in education and research related to agriculture, forestry, and natural resource management.
  • B. Faculty of Agricultural and Food Sciences
    The Faculty of Agricultural and Food Sciences is an academic division of the University of Manitoba specializing in education and research related to agriculture, food systems, and related environmental and biological sciences.
  • C. Faculty of Agricultural and Food Sciences
    The Faculty of Agricultural and Food Sciences is an academic division of the American University of Beirut specializing in education and research related to agriculture, food systems, and nutrition.
  • D. Faculty of Agricultural and Food Sciences
    The Faculty of Agricultural and Food Sciences is an academic division of the University of Milan specializing in education and research on agriculture, food production, and related environmental sciences.
  • E. Faculty of Agriculture and Food Sciences
    The Faculty of Agriculture and Food Sciences is an academic unit of the University of Sarajevo specializing in education and research in agriculture, food production, and related environmental sciences.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555b952481909246f5ebf53df2a9 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa9439db481908be2f6d8a3cfbc85 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa07df788190bae67f3d9a800331 completed May 9, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69ffaaa92a648190a09829ef3197223c completed May 9, 2026, 9:44 p.m.
Created at: April 10, 2026, 4:50 a.m.