Triple
T1964740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agenda 2010 |
E42662
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | German labor market reforms |
E42662
|
NE FINISHED |
How this triple was built (2 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 labor market reforms | Statement: [Agenda 2010, partOf, German labor market reforms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German labor market reforms Context triple: [Agenda 2010, partOf, German labor market reforms]
-
A.
Agenda 2010 reforms
chosen
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.
-
B.
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.
-
C.
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.
-
D.
New Economic Mechanism in Hungary
The New Economic Mechanism in Hungary was a major 1968 reform that introduced market-oriented elements into the country’s socialist economy, decentralizing decision-making and allowing limited private enterprise to improve efficiency and living standards.
-
E.
Fischler reform
The Fischler reform was a major early-2000s overhaul of the European Union’s Common Agricultural Policy that shifted support away from production-linked subsidies toward more market-oriented and environmentally focused payments.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88711151c8190940b2572095059d7 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb3ada4148190ad830d4a3d7fd662 |
completed | March 7, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbd52de08190b1df8adb4e2c885d |
completed | March 8, 2026, 10:44 p.m. |
Created at: March 4, 2026, 7:36 p.m.