Triple

T4341035
Position Surface form Disambiguated ID Type / Status
Subject Norrmalm E97578 entity
Predicate contains P35 FINISHED
Object Stockholm School of Economics
The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
E432145 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: Stockholm School of Economics | Statement: [Norrmalm, contains, Stockholm School of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stockholm School of Economics
Context triple: [Norrmalm, contains, Stockholm School of Economics]
  • A. Helsinki School of Economics
    Helsinki School of Economics was a leading Finnish business school that later became part of Aalto University, known for its strong programs in economics, business, and management.
  • B. Stockholm University
    Stockholm University is a major public research university in Sweden known for its strong programs in the humanities, social sciences, natural sciences, and law.
  • C. Norwegian School of Economics
    The Norwegian School of Economics is a leading business school and research institution in Bergen, Norway, renowned for its economics and business administration programs.
  • D. NOVA School of Business and Economics
    NOVA School of Business and Economics is a leading European business school in Portugal known for its internationally accredited programs in management, economics, and finance.
  • E. Copenhagen Business School
    Copenhagen Business School is a leading Danish university specializing in business and economics, renowned for its research, international focus, and extensive range of undergraduate, graduate, and executive programs.
  • 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: Stockholm School of Economics
Triple: [Norrmalm, contains, Stockholm School of Economics]
Generated description
The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stockholm School of Economics
Target entity description: The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
  • A. Helsinki School of Economics
    Helsinki School of Economics was a leading Finnish business school that later became part of Aalto University, known for its strong programs in economics, business, and management.
  • B. Stockholm University
    Stockholm University is a major public research university in Sweden known for its strong programs in the humanities, social sciences, natural sciences, and law.
  • C. Norwegian School of Economics
    The Norwegian School of Economics is a leading business school and research institution in Bergen, Norway, renowned for its economics and business administration programs.
  • D. NOVA School of Business and Economics
    NOVA School of Business and Economics is a leading European business school in Portugal known for its internationally accredited programs in management, economics, and finance.
  • E. Copenhagen Business School
    Copenhagen Business School is a leading Danish university specializing in business and economics, renowned for its research, international focus, and extensive range of undergraduate, graduate, and executive programs.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35170a6648190a15ffb21640ee478 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0b301188190af8514a675aebb5f completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d137271c8190a2d66fb47eb10d93 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4e5e24c8190980bc545ca0d339d completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:14 p.m.