Triple
T4681112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hilden |
E103803
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Langenfeld (Rheinland)
Langenfeld (Rheinland) is a town in North Rhine-Westphalia, Germany, situated between Düsseldorf and Cologne in the Rhine-Ruhr metropolitan region.
|
E461893
|
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: Langenfeld (Rheinland) | Statement: [Hilden, locatedNear, Langenfeld (Rheinland)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langenfeld (Rheinland) Context triple: [Hilden, locatedNear, Langenfeld (Rheinland)]
-
A.
Langen (Hesse)
Langen (Hesse) is a town in the Offenbach district of Hesse, Germany, situated between Frankfurt am Main and Darmstadt and known for its residential character and transport connections.
-
B.
Wuppertal-Langerfeld-Beyenburg
Wuppertal-Langerfeld-Beyenburg is a borough of the German city of Wuppertal in North Rhine-Westphalia, known for its mix of residential areas, industrial sites, and the historic Beyenburg quarter by the Wupper River.
-
C.
Langenau
Langenau is a small town in the Alb-Donau district of Baden-Württemberg in southern Germany, known for its historic center and proximity to the Swabian Jura.
-
D.
Lüdenscheid
Lüdenscheid is a town in western Germany’s Sauerland region, historically noted for its role in World War II and known today for its metal and plastics industries.
-
E.
Langen, Germany
Langen is a town in the state of Hesse in central Germany, located between Frankfurt am Main and Darmstadt and known for its residential character and proximity to major transport and economic hubs.
- 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: Langenfeld (Rheinland) Triple: [Hilden, locatedNear, Langenfeld (Rheinland)]
Generated description
Langenfeld (Rheinland) is a town in North Rhine-Westphalia, Germany, situated between Düsseldorf and Cologne in the Rhine-Ruhr metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langenfeld (Rheinland) Target entity description: Langenfeld (Rheinland) is a town in North Rhine-Westphalia, Germany, situated between Düsseldorf and Cologne in the Rhine-Ruhr metropolitan region.
-
A.
Langen (Hesse)
Langen (Hesse) is a town in the Offenbach district of Hesse, Germany, situated between Frankfurt am Main and Darmstadt and known for its residential character and transport connections.
-
B.
Wuppertal-Langerfeld-Beyenburg
Wuppertal-Langerfeld-Beyenburg is a borough of the German city of Wuppertal in North Rhine-Westphalia, known for its mix of residential areas, industrial sites, and the historic Beyenburg quarter by the Wupper River.
-
C.
Langenau
Langenau is a small town in the Alb-Donau district of Baden-Württemberg in southern Germany, known for its historic center and proximity to the Swabian Jura.
-
D.
Lüdenscheid
Lüdenscheid is a town in western Germany’s Sauerland region, historically noted for its role in World War II and known today for its metal and plastics industries.
-
E.
Langen, Germany
Langen is a town in the state of Hesse in central Germany, located between Frankfurt am Main and Darmstadt and known for its residential character and proximity to major transport and economic hubs.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd636d306081908ff512896f54cb10 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03a8b7a88190bfc4f68438694995 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be0440e7c881908743b7af9b2fa347 |
completed | March 21, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be04e0f1b08190b3e617150e34648c |
completed | March 21, 2026, 2:39 a.m. |
Created at: March 20, 2026, 1:16 p.m.