Triple
T20644462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esslingen district |
E507315
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bempflingen
Bempflingen is a small municipality in the German state of Baden-Württemberg, located in the Esslingen district near the Neckar River.
|
E1445622
|
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: Bempflingen | Statement: [Esslingen district, contains, Bempflingen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bempflingen Context triple: [Esslingen district, contains, Bempflingen]
-
A.
Bopfingen
Bopfingen is a small historic town in eastern Baden-Württemberg, Germany, known for its scenic setting near the Ipf hill and its well-preserved medieval character.
-
B.
Püttlingen
Püttlingen is a small town in the Saarland region of western Germany, near the French border, known for its cross-border ties and local industrial history.
-
C.
Gundelfingen
Gundelfingen is a municipality in southwestern Germany, located near Freiburg im Breisgau in the state of Baden-Württemberg.
-
D.
Emsbach
Emsbach is a small river in Germany that flows through Hesse before joining the Lahn.
-
E.
Hiltenfingen
Hiltenfingen is a small municipality in the Swabian region of Bavaria in southern Germany.
- 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: Bempflingen Triple: [Esslingen district, contains, Bempflingen]
Generated description
Bempflingen is a small municipality in the German state of Baden-Württemberg, located in the Esslingen district near the Neckar River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bempflingen Target entity description: Bempflingen is a small municipality in the German state of Baden-Württemberg, located in the Esslingen district near the Neckar River.
-
A.
Bopfingen
Bopfingen is a small historic town in eastern Baden-Württemberg, Germany, known for its scenic setting near the Ipf hill and its well-preserved medieval character.
-
B.
Püttlingen
Püttlingen is a small town in the Saarland region of western Germany, near the French border, known for its cross-border ties and local industrial history.
-
C.
Gundelfingen
Gundelfingen is a municipality in southwestern Germany, located near Freiburg im Breisgau in the state of Baden-Württemberg.
-
D.
Emsbach
Emsbach is a small river in Germany that flows through Hesse before joining the Lahn.
-
E.
Hiltenfingen
Hiltenfingen is a small municipality in the Swabian region of Bavaria in southern Germany.
- 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_69e0b4be702c8190a3d2410a881d310a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6af1d0be481909e090193dcfd9cf6 |
completed | April 20, 2026, 10:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08d7d616fc8190b301a219b032e71f |
completed | May 16, 2026, 8:47 p.m. |
| NEDg | Description generation | batch_6a08d89983608190acb8f2b8b9483574 |
completed | May 16, 2026, 8:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d9693acc8190acc75cbbf06b62da |
completed | May 16, 2026, 8:54 p.m. |
Created at: April 16, 2026, 11:43 a.m.