Triple

T1155021
Position Surface form Disambiguated ID Type / Status
Subject Ludwig Maximilian University of Munich E23761 entity
Predicate participatesIn P149 FINISHED
Object German Excellence Strategy
The German Excellence Strategy is a national funding program in Germany aimed at promoting top-level research and strengthening the international competitiveness of leading universities and research clusters.
E132477 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: German Excellence Strategy | Statement: [Ludwig Maximilian University of Munich, participatesIn, German Excellence Strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Excellence Strategy
Context triple: [Ludwig Maximilian University of Munich, participatesIn, German Excellence Strategy]
  • A. University of Excellence in Germany
    The University of Excellence in Germany refers to a select group of top-tier German universities distinguished for outstanding research, teaching, and international reputation under the national Excellence Initiative.
  • B. Germany Trade and Invest
    Germany Trade and Invest is the German government’s economic development agency responsible for promoting foreign investment in Germany and supporting German companies in international markets.
  • C. European Employment Strategy
    The European Employment Strategy is an EU policy framework aimed at coordinating and guiding member states’ labor market and employment policies to promote more and better jobs across Europe.
  • D. German Research Foundation
    The German Research Foundation is Germany’s central self-governing research funding organization, supporting research projects and infrastructure across all disciplines at universities and research institutions.
  • E. Agenda 2010 reforms
    The Agenda 2010 reforms were a major package of labor market and welfare state overhauls in early-2000s Germany that aimed to boost employment and competitiveness but sparked intense political and social controversy.
  • 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: German Excellence Strategy
Triple: [Ludwig Maximilian University of Munich, participatesIn, German Excellence Strategy]
Generated description
The German Excellence Strategy is a national funding program in Germany aimed at promoting top-level research and strengthening the international competitiveness of leading universities and research clusters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Excellence Strategy
Target entity description: The German Excellence Strategy is a national funding program in Germany aimed at promoting top-level research and strengthening the international competitiveness of leading universities and research clusters.
  • A. University of Excellence in Germany
    The University of Excellence in Germany refers to a select group of top-tier German universities distinguished for outstanding research, teaching, and international reputation under the national Excellence Initiative.
  • B. Germany Trade and Invest
    Germany Trade and Invest is the German government’s economic development agency responsible for promoting foreign investment in Germany and supporting German companies in international markets.
  • C. European Employment Strategy
    The European Employment Strategy is an EU policy framework aimed at coordinating and guiding member states’ labor market and employment policies to promote more and better jobs across Europe.
  • D. German Research Foundation
    The German Research Foundation is Germany’s central self-governing research funding organization, supporting research projects and infrastructure across all disciplines at universities and research institutions.
  • E. Agenda 2010 reforms
    The Agenda 2010 reforms were a major package of labor market and welfare state overhauls in early-2000s Germany that aimed to boost employment and competitiveness but sparked intense political and social controversy.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc8fbb548190865b1bf019f2bde4 completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eb81790819087016b1620353417 completed March 7, 2026, 5:22 p.m.
NEDg Description generation batch_69ac612fee3881908abba96acf1b60ef completed March 7, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ac621c445081908bd3aa6f9c258caf completed March 7, 2026, 5:36 p.m.
Created at: March 1, 2026, 7:44 p.m.