Triple
T1964741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agenda 2010 |
E42662
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Hartz 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: Hartz reforms | Statement: [Agenda 2010, includes, Hartz reforms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hartz reforms Context triple: [Agenda 2010, includes, Hartz 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.
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.
-
C.
Bismarck’s social insurance laws
Bismarck’s social insurance laws were pioneering late-19th-century German welfare measures that introduced state-backed health, accident, and old-age insurance, laying the foundation for modern social security systems.
-
D.
Montford Reforms
The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
-
E.
Young Plan
The Young Plan was a 1929 agreement that restructured Germany’s World War I reparations by reducing the total amount owed and extending the payment period, aiming to stabilize the Weimar Republic’s economy.
- 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.