Triple
T14306642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marbach am Neckar |
E354713
|
entity |
| Predicate | hasTwinTown |
P919
|
FINISHED |
| Object |
Marbache
Marbache is a French commune that is twinned with the German town of Marbach am Neckar.
|
E1100169
|
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: Marbache | Statement: [Marbach am Neckar, hasTwinTown, Marbache]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marbache Context triple: [Marbach am Neckar, hasTwinTown, Marbache]
-
A.
Morges River
The Morges River is a small river in western Switzerland that drains into Lake Geneva near the town of Morges.
-
B.
Nassogne
Nassogne is a rural municipality and village in the Ardennes region of Belgium’s Luxembourg Province, known for its forests and traditional countryside.
-
C.
Broye
Broye is a river in western Switzerland that flows through the cantons of Fribourg and Vaud before emptying into Lake Neuchâtel.
-
D.
Rickenbach
Rickenbach is a locality that forms part of the municipality of Wolfurt in the Austrian state of Vorarlberg.
-
E.
La Bresse
La Bresse is a French mountain town in northeastern France known for its ski resort and outdoor activities in the Vosges.
- 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: Marbache Triple: [Marbach am Neckar, hasTwinTown, Marbache]
Generated description
Marbache is a French commune that is twinned with the German town of Marbach am Neckar.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marbache Target entity description: Marbache is a French commune that is twinned with the German town of Marbach am Neckar.
-
A.
Morges River
The Morges River is a small river in western Switzerland that drains into Lake Geneva near the town of Morges.
-
B.
Nassogne
Nassogne is a rural municipality and village in the Ardennes region of Belgium’s Luxembourg Province, known for its forests and traditional countryside.
-
C.
Broye
Broye is a river in western Switzerland that flows through the cantons of Fribourg and Vaud before emptying into Lake Neuchâtel.
-
D.
Rickenbach
Rickenbach is a locality that forms part of the municipality of Wolfurt in the Austrian state of Vorarlberg.
-
E.
La Bresse
La Bresse is a French mountain town in northeastern France known for its ski resort and outdoor activities in the Vosges.
- 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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de85b156b0819083f2bd319deed1b6 |
completed | April 14, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd647daf448190a7a9e4ab432977c4 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd6539793881909d1fd3985c171837 |
completed | May 8, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd65c06fc88190a7d2a84d7858b20f |
completed | May 8, 2026, 4:25 a.m. |
Created at: April 10, 2026, 1:12 a.m.