Triple
T20562325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludwigsburg district |
E504872
|
entity |
| Predicate | hasEconomicRegion |
P1027
|
FINISHED |
| Object | Stuttgart metropolitan region |
E188965
|
NE FINISHED |
How this triple was built (2 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: Stuttgart metropolitan region | Statement: [Ludwigsburg district, hasEconomicRegion, Stuttgart metropolitan region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuttgart metropolitan region Context triple: [Ludwigsburg district, hasEconomicRegion, Stuttgart metropolitan region]
-
A.
Stuttgart micropolitan area
The Stuttgart micropolitan area is a small U.S. population center in eastern Arkansas anchored by the city of Stuttgart and its surrounding rural communities.
-
B.
Neckar-Alb metropolitan region
The Neckar-Alb metropolitan region is an economic and cultural area in the German state of Baden-Württemberg, centered around the cities of Tübingen, Reutlingen, and Zollernalb, known for its industry, research institutions, and scenic landscapes.
-
C.
Stuttgart region
chosen
The Stuttgart region is a metropolitan area in the German state of Baden-Württemberg centered around the city of Stuttgart, known for its strong automotive industry, innovation, and economic significance.
-
D.
Stuttgart urban district
Stuttgart urban district is a major independent city and administrative district in the German state of Baden-Württemberg, serving as the region’s economic and cultural center.
-
E.
Nuremberg metropolitan region
The Nuremberg metropolitan region is a major urban and economic area in northern Bavaria, Germany, centered around the city of Nuremberg and encompassing several surrounding cities and towns.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69e0b4b6587c8190aee63dc7cff244ea |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a79f906c819081163de9649ccb17 |
completed | April 20, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a091383348881909e83c40309324f8b |
completed | May 17, 2026, 1:01 a.m. |
Created at: April 16, 2026, 11:39 a.m.