Triple
T9083402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lingen |
E217689
|
entity |
| Predicate | hasTwinTown |
P919
|
FINISHED |
| Object |
Marienberg, Germany
Marienberg is a historic town in the Ore Mountains of Saxony, Germany, known for its Renaissance-style planned layout and mining heritage.
|
E775727
|
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: Marienberg, Germany | Statement: [Lingen, hasTwinTown, Marienberg, Germany]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marienberg, Germany Context triple: [Lingen, hasTwinTown, Marienberg, Germany]
-
A.
Mayen, Germany
Mayen is a small historic town in the Rhineland-Palatinate region of western Germany, known for its medieval architecture and proximity to the volcanic Eifel landscape.
-
B.
Kreuzwertheim, Germany
Kreuzwertheim is a small historic town in the Lower Franconia region of Bavaria, Germany, situated along the Main River and known for its medieval architecture and wine-growing tradition.
-
C.
Seeheim-Jugenheim, Germany
Seeheim-Jugenheim is a municipality in the German state of Hesse, known for its scenic location on the Bergstraße and its historic villas and spa-town character.
-
D.
Bad Dürkheim, Germany
Bad Dürkheim is a spa town in Germany’s Rhineland-Palatinate region, known for its wine production and the annual Wurstmarkt wine festival.
-
E.
Friedberg, Germany
Friedberg, Germany is a historic town in the state of Hesse known for its medieval architecture, including a well-preserved castle and old town center.
- 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: Marienberg, Germany Triple: [Lingen, hasTwinTown, Marienberg, Germany]
Generated description
Marienberg is a historic town in the Ore Mountains of Saxony, Germany, known for its Renaissance-style planned layout and mining heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marienberg, Germany Target entity description: Marienberg is a historic town in the Ore Mountains of Saxony, Germany, known for its Renaissance-style planned layout and mining heritage.
-
A.
Mayen, Germany
Mayen is a small historic town in the Rhineland-Palatinate region of western Germany, known for its medieval architecture and proximity to the volcanic Eifel landscape.
-
B.
Kreuzwertheim, Germany
Kreuzwertheim is a small historic town in the Lower Franconia region of Bavaria, Germany, situated along the Main River and known for its medieval architecture and wine-growing tradition.
-
C.
Seeheim-Jugenheim, Germany
Seeheim-Jugenheim is a municipality in the German state of Hesse, known for its scenic location on the Bergstraße and its historic villas and spa-town character.
-
D.
Bad Dürkheim, Germany
Bad Dürkheim is a spa town in Germany’s Rhineland-Palatinate region, known for its wine production and the annual Wurstmarkt wine festival.
-
E.
Friedberg, Germany
Friedberg, Germany is a historic town in the state of Hesse known for its medieval architecture, including a well-preserved castle and old town center.
- 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_69ca83d7a0388190ba1af89ed7ba36f9 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc960a2760819084aab611eb1c43a9 |
completed | April 1, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffe30093481908b3ec394cf585642 |
completed | April 3, 2026, 5:51 p.m. |
| NEDg | Description generation | batch_69d000d5b24481908679dbb92372c4b9 |
completed | April 3, 2026, 6:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001692c3481909924615717e316c2 |
completed | April 3, 2026, 6:05 p.m. |
Created at: March 30, 2026, 7:13 p.m.