Triple
T9123576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Schröder cabinet |
E218917
|
entity |
| Predicate | implementedPolicy |
P172
|
FINISHED |
| Object | Hartz IV |
E221799
|
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 IV | Statement: [Second Schröder cabinet, implementedPolicy, Hartz IV]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hartz IV Context triple: [Second Schröder cabinet, implementedPolicy, Hartz IV]
-
A.
Hartz IV unemployment benefit
chosen
Hartz IV unemployment benefit was a German welfare reform program that combined unemployment assistance and social welfare into a single means-tested system, significantly reshaping the country’s labor and social security landscape.
-
B.
Hartz II
Hartz II is a German labor market reform package introduced in the early 2000s that, among other measures, created new forms of marginal employment such as “Mini-jobs” and “Midi-jobs” to increase labor market flexibility.
-
C.
Universal Credit
Universal Credit is a UK welfare benefit that combines several means-tested payments into a single monthly payment for people on low incomes or out of work.
-
D.
Rentenmark
The Rentenmark was a temporary German currency introduced in 1923 to halt hyperinflation and stabilize the economy during the Weimar Republic.
-
E.
Hartz III
Hartz III was a German labor market reform package implemented in the early 2000s that restructured the Federal Employment Agency to improve job placement and labor market services.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b5fa188190be6465e74cf26915 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030988a888190b5a1e4fd6bd7fcee |
completed | April 3, 2026, 9:26 p.m. |
Created at: March 30, 2026, 7:17 p.m.