Triple
T9230347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hartz IV unemployment benefit |
E221799
|
entity |
| Predicate | replacedBy |
P101
|
FINISHED |
| Object |
Bürgergeld
Bürgergeld is Germany’s modern basic income support scheme for jobseekers and low-income individuals, introduced as a social welfare reform to replace the Hartz IV system.
|
E221799
|
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: Bürgergeld | Statement: [Hartz IV unemployment benefit, replacedBy, Bürgergeld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bürgergeld Context triple: [Hartz IV unemployment benefit, replacedBy, Bürgergeld]
-
A.
Welfare Symphony
Welfare Symphony is a musical composition featured within the Japanese multimedia franchise "Fantasy."
-
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.
Miljoenennota
Miljoenennota is the Dutch government's annual budget memorandum outlining planned revenues, expenditures, and economic policy, traditionally presented on Prince's Day.
-
D.
Hartz IV unemployment benefit
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.
-
E.
Rentenmark
The Rentenmark was a temporary German currency introduced in 1923 to halt hyperinflation and stabilize the economy during the Weimar Republic.
- 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: Bürgergeld Triple: [Hartz IV unemployment benefit, replacedBy, Bürgergeld]
Generated description
Bürgergeld is Germany’s modern basic income support scheme for jobseekers and low-income individuals, introduced as a social welfare reform to replace the Hartz IV system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bürgergeld Target entity description: Bürgergeld is Germany’s modern basic income support scheme for jobseekers and low-income individuals, introduced as a social welfare reform to replace the Hartz IV system.
-
A.
Welfare Symphony
Welfare Symphony is a musical composition featured within the Japanese multimedia franchise "Fantasy."
-
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.
Miljoenennota
Miljoenennota is the Dutch government's annual budget memorandum outlining planned revenues, expenditures, and economic policy, traditionally presented on Prince's Day.
-
D.
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.
-
E.
Rentenmark
The Rentenmark was a temporary German currency introduced in 1923 to halt hyperinflation and stabilize the economy during the Weimar Republic.
- F. None of above.
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_69ca83ed628c8190bc02d641e57f097f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccee17a2dc8190b373f78be7247f0d |
completed | April 1, 2026, 10:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d077a789f0819087d7f7612bbeaf6a |
completed | April 4, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69d07a23205881909d96450759016e94 |
completed | April 4, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07aaf06a08190b721e4b3f5a65c29 |
completed | April 4, 2026, 2:42 a.m. |
Created at: March 30, 2026, 7:29 p.m.