Triple
T1964744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agenda 2010 |
E42662
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
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.
|
E221798
|
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: Hartz III | Statement: [Agenda 2010, includes, Hartz III]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hartz III Context triple: [Agenda 2010, includes, Hartz III]
-
A.
Hartz I
Hartz I was the first package of German labor market reforms in the early 2000s, aimed at modernizing employment services and promoting job placement and temporary work.
-
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.
Harris
Harris is a common English-language surname borne by numerous notable individuals across fields such as politics, entertainment, sports, and academia.
-
D.
Hart
Hart is a surname most famously associated with Moss Hart, the acclaimed American playwright and theater director known for works like "You Can't Take It with You" and "Once in a Lifetime."
-
E.
Zakheim
Zakheim is a surname most notably associated with Bernard Zakheim, a Polish-born American muralist known for his New Deal–era public artworks in California.
- 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: Hartz III Triple: [Agenda 2010, includes, Hartz III]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hartz III Target entity description: 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.
-
A.
Hartz I
Hartz I was the first package of German labor market reforms in the early 2000s, aimed at modernizing employment services and promoting job placement and temporary work.
-
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.
Harris
Harris is a common English-language surname borne by numerous notable individuals across fields such as politics, entertainment, sports, and academia.
-
D.
Hart
Hart is a surname most famously associated with Moss Hart, the acclaimed American playwright and theater director known for works like "You Can't Take It with You" and "Once in a Lifetime."
-
E.
Zakheim
Zakheim is a surname most notably associated with Bernard Zakheim, a Polish-born American muralist known for his New Deal–era public artworks in California.
- 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_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_69ae03211fe48190b70814bdd35e8a6b |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae039a7c948190b8b4b4c2045007d3 |
completed | March 8, 2026, 11:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae042728f48190850848116a371794 |
completed | March 8, 2026, 11:20 p.m. |
Created at: March 4, 2026, 7:36 p.m.