Triple
T668837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State Secretary for Social Affairs and Employment |
E12926
|
entity |
| Predicate | belongsToPortfolio |
P18121
|
FINISHED |
| Object | Social Affairs and Employment |
E37240
|
NE FINISHED |
How this triple was built (3 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: Social Affairs and Employment | Statement: [State Secretary for Social Affairs and Employment, belongsToPortfolio, Social Affairs and Employment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Affairs and Employment Context triple: [State Secretary for Social Affairs and Employment, belongsToPortfolio, Social Affairs and Employment]
-
A.
Directorate-General for Employment, Social Affairs and Inclusion
The Directorate-General for Employment, Social Affairs and Inclusion is the European Commission department responsible for EU policies on jobs, social protection, working conditions, skills, and social inclusion.
-
B.
Social Affairs
chosen
Social Affairs is a Belgian federal ministerial portfolio responsible for social policy, welfare, and related public services.
-
C.
Employment Service
Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
-
D.
State Secretary for Social Affairs and Employment
The State Secretary for Social Affairs and Employment is a Dutch junior cabinet post responsible for specific aspects of national labor, social security, and welfare policy under the Ministry of Social Affairs and Employment.
-
E.
Subcommittee on Employment and Workforce Safety
The Subcommittee on Employment and Workforce Safety is a panel of the U.S. Senate that focuses on labor issues, workplace protections, and policies affecting the nation’s workforce.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: belongsToPortfolio Context triple: [State Secretary for Social Affairs and Employment, belongsToPortfolio, Social Affairs and Employment]
-
A.
belongsToProgram
Indicates that an entity is a member of, or is associated with, a specific program.
-
B.
belongsToGroup
Indicates that an entity is a member of, or is included within, a particular group or collection.
-
C.
belongsToFamily
Indicates that an entity is a member of, or is associated as part of, a specific family group.
-
D.
partOfCollection
Indicates that an entity belongs to, or is included within, a larger collection or set.
-
E.
isAssociatedWith
Indicates that there exists a connection, relationship, or involvement between two entities without specifying its exact nature.
- 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_69a493355dec819098d4244b2fa34885 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49ffbe09881909b547a52a6b34c7f |
completed | March 1, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c39d11508190a3bd0f118d122e1a |
completed | March 2, 2026, 5:06 p.m. |
| PD | Predicate disambiguation | batch_69a49d18942c819083b3d1887e505900 |
completed | March 1, 2026, 8:10 p.m. |
| PDg | Predicate description generation | batch_69a49fcf0cb4819096edea4037ca2c03 |
completed | March 1, 2026, 8:21 p.m. |
Created at: March 1, 2026, 7:36 p.m.