Triple
T9833944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marburg-Biedenkopf |
E239053
|
entity |
| Predicate | containsMunicipality |
P852
|
FINISHED |
| Object |
Neustadt (Hessen)
Neustadt (Hessen) is a small town in the German state of Hesse, known for its historic half-timbered buildings and location within the Marburg-Biedenkopf district.
|
E833332
|
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: Neustadt (Hessen) | Statement: [Marburg-Biedenkopf, containsMunicipality, Neustadt (Hessen)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neustadt (Hessen) Context triple: [Marburg-Biedenkopf, containsMunicipality, Neustadt (Hessen)]
-
A.
Neustadt an der Weinstraße
Neustadt an der Weinstraße is a historic wine-producing town in southwestern Germany, renowned for its role in the Palatinate wine region and its well-preserved old town.
-
B.
Neustadt an der Aisch
Neustadt an der Aisch is a small town in the Bavarian region of Germany, known for its historic center and location along the Aisch River between Würzburg and Nuremberg.
-
C.
Bad Neustadt an der Saale
Bad Neustadt an der Saale is a small spa town in northern Bavaria, Germany, known for its historic old town and health resorts along the Saale River.
-
D.
Neustadt, Hamburg
Neustadt is a central district of Hamburg known for its historic architecture, cultural institutions, and proximity to the city’s main commercial and harbor areas.
-
E.
Neu-Isenburg
Neu-Isenburg is a town in the Offenbach district of Hesse, Germany, located near Frankfurt am Main and known for its residential character and proximity to major transport routes.
- 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: Neustadt (Hessen) Triple: [Marburg-Biedenkopf, containsMunicipality, Neustadt (Hessen)]
Generated description
Neustadt (Hessen) is a small town in the German state of Hesse, known for its historic half-timbered buildings and location within the Marburg-Biedenkopf district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neustadt (Hessen) Target entity description: Neustadt (Hessen) is a small town in the German state of Hesse, known for its historic half-timbered buildings and location within the Marburg-Biedenkopf district.
-
A.
Neustadt an der Weinstraße
Neustadt an der Weinstraße is a historic wine-producing town in southwestern Germany, renowned for its role in the Palatinate wine region and its well-preserved old town.
-
B.
Neustadt an der Aisch
Neustadt an der Aisch is a small town in the Bavarian region of Germany, known for its historic center and location along the Aisch River between Würzburg and Nuremberg.
-
C.
Bad Neustadt an der Saale
Bad Neustadt an der Saale is a small spa town in northern Bavaria, Germany, known for its historic old town and health resorts along the Saale River.
-
D.
Neustadt, Hamburg
Neustadt is a central district of Hamburg known for its historic architecture, cultural institutions, and proximity to the city’s main commercial and harbor areas.
-
E.
Neu-Isenburg
Neu-Isenburg is a town in the Offenbach district of Hesse, Germany, located near Frankfurt am Main and known for its residential character and proximity to major transport routes.
- 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_69ca84e314108190978324a4bdb959f8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3385054819094145c96204e3f0d |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257601eec8190b7fa205cee61bb23 |
completed | April 5, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69d258b6d9c0819096dbd3e85dc6adfc |
completed | April 5, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25977ab988190969ed8ff8eb53ddd |
completed | April 5, 2026, 12:45 p.m. |
Created at: March 30, 2026, 8:32 p.m.