Triple
T16471347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enzkreis |
E400067
|
entity |
| Predicate | hasRegionalPlanningAssociation |
P55551
|
FINISHED |
| Object |
Region Nordschwarzwald
Region Nordschwarzwald is a regional planning and administrative area in the northern Black Forest of Baden-Württemberg, Germany, encompassing districts such as Enzkreis and coordinating development, infrastructure, and land use.
|
E1215530
|
NE FINISHED |
How this triple was built (5 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: Region Nordschwarzwald | Statement: [Enzkreis, hasRegionalPlanningAssociation, Region Nordschwarzwald]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Region Nordschwarzwald Context triple: [Enzkreis, hasRegionalPlanningAssociation, Region Nordschwarzwald]
-
A.
Schwarzwald-Baar region
The Schwarzwald-Baar region is an area in southwestern Germany encompassing parts of the Black Forest and Baar plateau, known for its scenic landscapes, small industrial cities, and local sports culture.
-
B.
Breisgau-Hochschwarzwald
Breisgau-Hochschwarzwald is a rural district in the southwest of Germany’s Baden-Württemberg state, encompassing parts of the Black Forest and the Upper Rhine Valley and known for its forests, lakes, and wine-growing areas.
-
C.
Schönbuch region
The Schönbuch region is a forested natural area and protected landscape in the German state of Baden-Württemberg, known for its extensive woodlands, hiking trails, and recreational opportunities near the Stuttgart metropolitan area.
-
D.
Offenburg region
The Offenburg region is an area in present-day southwestern Germany that historically developed as a significant urban and administrative center associated with the Prince-Bishopric of Strasbourg.
-
E.
Geiseltal region
The Geiseltal region is a former lignite mining area in Saxony-Anhalt, Germany, now known for its large artificial lake, post-mining landscapes, and paleontological significance.
- 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: Region Nordschwarzwald Triple: [Enzkreis, hasRegionalPlanningAssociation, Region Nordschwarzwald]
Generated description
Region Nordschwarzwald is a regional planning and administrative area in the northern Black Forest of Baden-Württemberg, Germany, encompassing districts such as Enzkreis and coordinating development, infrastructure, and land use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Region Nordschwarzwald Target entity description: Region Nordschwarzwald is a regional planning and administrative area in the northern Black Forest of Baden-Württemberg, Germany, encompassing districts such as Enzkreis and coordinating development, infrastructure, and land use.
-
A.
Schwarzwald-Baar region
The Schwarzwald-Baar region is an area in southwestern Germany encompassing parts of the Black Forest and Baar plateau, known for its scenic landscapes, small industrial cities, and local sports culture.
-
B.
Breisgau-Hochschwarzwald
Breisgau-Hochschwarzwald is a rural district in the southwest of Germany’s Baden-Württemberg state, encompassing parts of the Black Forest and the Upper Rhine Valley and known for its forests, lakes, and wine-growing areas.
-
C.
Schönbuch region
The Schönbuch region is a forested natural area and protected landscape in the German state of Baden-Württemberg, known for its extensive woodlands, hiking trails, and recreational opportunities near the Stuttgart metropolitan area.
-
D.
Offenburg region
The Offenburg region is an area in present-day southwestern Germany that historically developed as a significant urban and administrative center associated with the Prince-Bishopric of Strasbourg.
-
E.
Geiseltal region
The Geiseltal region is a former lignite mining area in Saxony-Anhalt, Germany, now known for its large artificial lake, post-mining landscapes, and paleontological significance.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRegionalPlanningAssociation Context triple: [Enzkreis, hasRegionalPlanningAssociation, Region Nordschwarzwald]
-
A.
hasRegionalPlanningOrganization
Indicates that an entity is associated with or served by a specific regional planning organization responsible for coordinated planning activities in that area.
-
B.
hasTerritorialAssociation
Indicates a relationship where an entity is linked or connected to a specific territory, area, or geographic region.
-
C.
partOfPlanningRegion
chosen
Indicates that one entity is included within, or belongs to, a larger designated planning region.
-
D.
hasRegionalDevelopmentBoard
Indicates that an entity is associated with or overseen by a specific regional development board.
-
E.
regionOfAssociation
Indicates a broader geographic or spatial area with which an entity is functionally, contextually, or organizationally associated.
- F. None of above.
Provenance (6 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dd0d2fc81909b68b5afb00f192f |
completed | April 18, 2026, 7:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f5af4308190bd023624de35027f |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a0050c5d4548190a674c1c19f08a9fd |
completed | May 10, 2026, 9:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0051a7ae208190b33d42cc8d4bb21f |
completed | May 10, 2026, 9:36 a.m. |
| PD | Predicate disambiguation | batch_69e22706b0588190a48a951c5211a617 |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:11 a.m.