Triple
T5193579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuttgart S-Bahn |
E117213
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Stuttgart-Vaihingen
Stuttgart-Vaihingen is a district in the southwest of Stuttgart, Germany, known as a residential and business area with important transport links and educational institutions.
|
E504873
|
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: Stuttgart-Vaihingen | Statement: [Stuttgart S-Bahn, hasStation, Stuttgart-Vaihingen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuttgart-Vaihingen Context triple: [Stuttgart S-Bahn, hasStation, Stuttgart-Vaihingen]
-
A.
Stuttgart-West
Stuttgart-West is a central, densely populated district of Stuttgart, Germany, known for its historic residential architecture, cultural venues, and vibrant urban atmosphere.
-
B.
Stuttgart-Süd
Stuttgart-Süd is a central urban district of Stuttgart, Germany, known for its historic residential areas, hillside views, and vibrant cultural and nightlife scene.
-
C.
Stuttgart-Mitte
Stuttgart-Mitte is the central district of Stuttgart, Germany, encompassing the city’s historic core, main shopping streets, and many cultural and administrative institutions.
-
D.
Stuttgart
Stuttgart is a major city in southwestern Germany known as an important industrial, cultural, and economic center, particularly famous for its automotive industry and surrounding wine-growing region.
-
E.
Esslingen am Neckar
Esslingen am Neckar is a historic German town near Stuttgart, renowned for its well-preserved medieval old town, half-timbered houses, and hillside vineyards along the Neckar River.
- 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: Stuttgart-Vaihingen Triple: [Stuttgart S-Bahn, hasStation, Stuttgart-Vaihingen]
Generated description
Stuttgart-Vaihingen is a district in the southwest of Stuttgart, Germany, known as a residential and business area with important transport links and educational institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuttgart-Vaihingen Target entity description: Stuttgart-Vaihingen is a district in the southwest of Stuttgart, Germany, known as a residential and business area with important transport links and educational institutions.
-
A.
Stuttgart-West
Stuttgart-West is a central, densely populated district of Stuttgart, Germany, known for its historic residential architecture, cultural venues, and vibrant urban atmosphere.
-
B.
Stuttgart-Süd
Stuttgart-Süd is a central urban district of Stuttgart, Germany, known for its historic residential areas, hillside views, and vibrant cultural and nightlife scene.
-
C.
Stuttgart-Mitte
Stuttgart-Mitte is the central district of Stuttgart, Germany, encompassing the city’s historic core, main shopping streets, and many cultural and administrative institutions.
-
D.
Stuttgart
Stuttgart is a major city in southwestern Germany known as an important industrial, cultural, and economic center, particularly famous for its automotive industry and surrounding wine-growing region.
-
E.
Esslingen am Neckar
Esslingen am Neckar is a historic German town near Stuttgart, renowned for its well-preserved medieval old town, half-timbered houses, and hillside vineyards along the Neckar River.
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79f142488190bc6c57b8ff7ef894 |
completed | March 20, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef7f9a1c48190939a5073bd779be6 |
completed | March 21, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69bef9410f78819099cb3f760593a5d5 |
completed | March 21, 2026, 8:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef98bc8b08190b584830325d95be6 |
completed | March 21, 2026, 8:03 p.m. |
Created at: March 20, 2026, 1:46 p.m.