Triple
T10342296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amsterdam Treaty employment chapter |
E243153
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Luxembourg process on employment |
E48496
|
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: Luxembourg process on employment | Statement: [Amsterdam Treaty employment chapter, associatedWith, Luxembourg process on employment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luxembourg process on employment Context triple: [Amsterdam Treaty employment chapter, associatedWith, Luxembourg process on employment]
-
A.
European Union institutions on labour and social policy
European Union institutions on labour and social policy are the bodies and agencies of the EU responsible for developing, coordinating, and enforcing legislation and initiatives related to employment standards, workers’ rights, and social protection across member states.
-
B.
European Employment Strategy
chosen
The European Employment Strategy is an EU policy framework aimed at coordinating and guiding member states’ labor market and employment policies to promote more and better jobs across Europe.
-
C.
Fourth Act for Modern Services on the Labour Market
The Fourth Act for Modern Services on the Labour Market is a major German labor market reform law that restructured unemployment and social welfare benefits as part of the Hartz reforms in the early 2000s.
-
D.
Amsterdam Treaty employment chapter
The Amsterdam Treaty employment chapter is a key section of the 1997 Amsterdam Treaty that strengthened the European Union’s role in promoting job creation and coordinated employment policies among member states.
-
E.
STC on Labour, Employment and Social Affairs
The STC on Labour, Employment and Social Affairs is an African Union specialized technical committee responsible for guiding and coordinating continental policies and programs on labor, employment, social protection, and related social development issues.
- 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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e91fdb2081909866c6ecf417d75a |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d75070c3ac8190b0d50a93d48c9bd9 |
completed | April 9, 2026, 7:08 a.m. |
Created at: April 6, 2026, 11:55 a.m.