Triple

T20366511
Position Surface form Disambiguated ID Type / Status
Subject Schwarzwald-Baar-Kreis E496922 entity
Predicate hasMunicipality P847 FINISHED
Object Blumberg
Blumberg is a small town and municipality in the Schwarzwald-Baar district of Baden-Württemberg in southwestern Germany, known for its scenic Black Forest surroundings.
 E1426395 NE FINISHED

How this triple was built (4 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: Blumberg | Statement: [Schwarzwald-Baar-Kreis, hasMunicipality, Blumberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blumberg
Context triple: [Schwarzwald-Baar-Kreis, hasMunicipality, Blumberg]
  • A. Blumberg
    Blumberg is a German-origin surname borne by various notable individuals across fields such as science, arts, and public life.
  • B. Blumer
    Blumer is the surname of Herbert Blumer, an influential American sociologist known for developing the theory of symbolic interactionism.
  • C. Bluhm
    Bluhm is a surname most notably associated with Norman Bluhm, an American abstract expressionist painter.
  • D. Blum
    Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
  • E. Grossbaum
    Grossbaum is the original family surname of Benjamin Graham, the influential economist and "father of value investing."
  • 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: Blumberg
Triple: [Schwarzwald-Baar-Kreis, hasMunicipality, Blumberg]
Generated description
Blumberg is a small town and municipality in the Schwarzwald-Baar district of Baden-Württemberg in southwestern Germany, known for its scenic Black Forest surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blumberg
Target entity description: Blumberg is a small town and municipality in the Schwarzwald-Baar district of Baden-Württemberg in southwestern Germany, known for its scenic Black Forest surroundings.
  • A. Blumberg
    Blumberg is a German-origin surname borne by various notable individuals across fields such as science, arts, and public life.
  • B. Blumer
    Blumer is the surname of Herbert Blumer, an influential American sociologist known for developing the theory of symbolic interactionism.
  • C. Bluhm
    Bluhm is a surname most notably associated with Norman Bluhm, an American abstract expressionist painter.
  • D. Blum
    Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
  • E. Grossbaum
    Grossbaum is the original family surname of Benjamin Graham, the influential economist and "father of value investing."
  • 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67871bfdc8190948c46497cd675c9 completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087089e0408190be8394376cdec110 completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a087129ce3c8190a67ac34ec697ad31 completed May 16, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0871e3573c81908216b5e508374081 completed May 16, 2026, 1:32 p.m.
Created at: April 16, 2026, 11:26 a.m.