Triple
T9230281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hartz III |
E221798
|
entity |
| Predicate | reforms |
P772
|
FINISHED |
| Object | Federal Employment Agency |
E282478
|
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: Federal Employment Agency | Statement: [Hartz III, reforms, Federal Employment Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Employment Agency Context triple: [Hartz III, reforms, Federal Employment Agency]
-
A.
Federal Office of Personnel
The Federal Office of Personnel is a Swiss federal agency responsible for human resources policy and management within the federal administration.
-
B.
Federal Employment Agency (policy supervision)
chosen
The Federal Employment Agency (policy supervision) is Germany’s central public authority responsible for implementing labor market policies, job placement, and unemployment benefits under the oversight of the Federal Minister of Labour and Social Affairs.
-
C.
Office of Personnel Management
The Office of Personnel Management is the U.S. federal agency responsible for managing the government’s civilian workforce, including human resources policy, benefits, and personnel systems.
-
D.
Federal Office of Administration
The Federal Office of Administration is a central German federal authority responsible for a wide range of administrative services, including personnel, organizational, and support tasks for the federal government.
-
E.
Federal Social Insurance Office
The Federal Social Insurance Office is a Swiss federal authority responsible for implementing and supervising national social insurance schemes such as pensions, disability insurance, and family allowances.
- 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_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. |
Created at: March 30, 2026, 7:29 p.m.