Triple
T9083387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lingen |
E217689
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Marktplatz Lingen
Marktplatz Lingen is the historic central town square of Lingen, known as a focal point for local commerce, events, and social life.
|
E217689
|
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: Marktplatz Lingen | Statement: [Lingen, hasLandmark, Marktplatz Lingen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marktplatz Lingen Context triple: [Lingen, hasLandmark, Marktplatz Lingen]
-
A.
Linden-Markt
Linden-Markt was the original name of Berlin’s historic Gendarmenmarkt square, now renowned for its grand architecture and cultural significance.
-
B.
Lingen
Lingen is a town in Lower Saxony, Germany, known for its location on the River Ems and its role as a regional economic and cultural center.
-
C.
Marktplatz Neustadt
Marktplatz Neustadt is the historic central market square of Neustadt an der Weinstraße, known for its traditional architecture, local wine culture, and role as a focal point of city life and events.
-
D.
Heumarkt
Heumarkt is a historic square in Cologne’s Old Town known as a central marketplace and event space surrounded by notable landmarks, shops, and restaurants.
-
E.
Langenberg
Langenberg is a prominent mountain in the Rothaargebirge range of Germany, known as the highest peak in the state of North Rhine-Westphalia.
- 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: Marktplatz Lingen Triple: [Lingen, hasLandmark, Marktplatz Lingen]
Generated description
Marktplatz Lingen is the historic central town square of Lingen, known as a focal point for local commerce, events, and social life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marktplatz Lingen Target entity description: Marktplatz Lingen is the historic central town square of Lingen, known as a focal point for local commerce, events, and social life.
-
A.
Linden-Markt
Linden-Markt was the original name of Berlin’s historic Gendarmenmarkt square, now renowned for its grand architecture and cultural significance.
-
B.
Lingen
chosen
Lingen is a town in Lower Saxony, Germany, known for its location on the River Ems and its role as a regional economic and cultural center.
-
C.
Marktplatz Neustadt
Marktplatz Neustadt is the historic central market square of Neustadt an der Weinstraße, known for its traditional architecture, local wine culture, and role as a focal point of city life and events.
-
D.
Heumarkt
Heumarkt is a historic square in Cologne’s Old Town known as a central marketplace and event space surrounded by notable landmarks, shops, and restaurants.
-
E.
Langenberg
Langenberg is a prominent mountain in the Rothaargebirge range of Germany, known as the highest peak in the state of North Rhine-Westphalia.
- F. None of above.
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.