Triple
T1154206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schaumburg, Illinois |
E23744
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Schaumburg, Lower Saxony, Germany
Schaumburg, Lower Saxony, Germany is a historic region and former county in northwestern Germany, known for its medieval castles, rural landscapes, and role as the namesake of Schaumburg, Illinois.
|
E132443
|
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: Schaumburg, Lower Saxony, Germany | Statement: [Schaumburg, Illinois, namedAfter, Schaumburg, Lower Saxony, Germany]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schaumburg, Lower Saxony, Germany Context triple: [Schaumburg, Illinois, namedAfter, Schaumburg, Lower Saxony, Germany]
-
A.
Göttingen, Lower Saxony, Germany
Göttingen, in Lower Saxony, Germany, is a historic university city renowned for its prestigious Georg-August University and long-standing academic and scientific traditions.
-
B.
Herzogenaurach, Germany
Herzogenaurach, Germany is a Bavarian town internationally known as the home base of major sportswear companies Adidas and Puma.
-
C.
Krefeld, Germany
Krefeld, Germany is an industrial city in North Rhine-Westphalia known historically for its textile and silk production.
-
D.
Marburg, Hesse, Germany
Marburg is a historic university town in the German state of Hesse, known for its medieval architecture and its long-standing role as a center of scientific and academic research.
-
E.
Fürth, Bavaria, Germany
Fürth is a historic city in the German state of Bavaria, now part of the Nuremberg metropolitan area and known for its rich cultural heritage and Jewish history.
- 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: Schaumburg, Lower Saxony, Germany Triple: [Schaumburg, Illinois, namedAfter, Schaumburg, Lower Saxony, Germany]
Generated description
Schaumburg, Lower Saxony, Germany is a historic region and former county in northwestern Germany, known for its medieval castles, rural landscapes, and role as the namesake of Schaumburg, Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schaumburg, Lower Saxony, Germany Target entity description: Schaumburg, Lower Saxony, Germany is a historic region and former county in northwestern Germany, known for its medieval castles, rural landscapes, and role as the namesake of Schaumburg, Illinois.
-
A.
Göttingen, Lower Saxony, Germany
Göttingen, in Lower Saxony, Germany, is a historic university city renowned for its prestigious Georg-August University and long-standing academic and scientific traditions.
-
B.
Herzogenaurach, Germany
Herzogenaurach, Germany is a Bavarian town internationally known as the home base of major sportswear companies Adidas and Puma.
-
C.
Krefeld, Germany
Krefeld, Germany is an industrial city in North Rhine-Westphalia known historically for its textile and silk production.
-
D.
Marburg, Hesse, Germany
Marburg is a historic university town in the German state of Hesse, known for its medieval architecture and its long-standing role as a center of scientific and academic research.
-
E.
Fürth, Bavaria, Germany
Fürth is a historic city in the German state of Bavaria, now part of the Nuremberg metropolitan area and known for its rich cultural heritage and Jewish history.
- 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_69a493f0d32c8190ac74bad3c87f2641 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc8fbb548190865b1bf019f2bde4 |
completed | March 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5eb81790819087016b1620353417 |
completed | March 7, 2026, 5:22 p.m. |
| NEDg | Description generation | batch_69ac612fee3881908abba96acf1b60ef |
completed | March 7, 2026, 5:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac621c445081908bd3aa6f9c258caf |
completed | March 7, 2026, 5:36 p.m. |
Created at: March 1, 2026, 7:44 p.m.