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.