Triple
T1739523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leipzig |
E38199
|
entity |
| Predicate | hasCulturalInstitution |
P105
|
FINISHED |
| Object |
Leipzig Trade Fair (Leipziger Messe)
Leipzig Trade Fair (Leipziger Messe) is one of the world’s oldest and most prominent trade fair organizations, hosting major international exhibitions and conferences in Leipzig, Germany.
|
E192948
|
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: Leipzig Trade Fair (Leipziger Messe) | Statement: [Leipzig, hasCulturalInstitution, Leipzig Trade Fair (Leipziger Messe)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leipzig Trade Fair (Leipziger Messe) Context triple: [Leipzig, hasCulturalInstitution, Leipzig Trade Fair (Leipziger Messe)]
-
A.
Göttingen International Handel Festival
The Göttingen International Handel Festival is a renowned annual music festival in Germany dedicated to historically informed performances of George Frideric Handel’s works.
-
B.
Hannover Messe
Hannover Messe is one of the world’s largest and most influential industrial technology trade fairs, held annually in Hanover, Germany.
-
C.
Messe
Messe is a Nuremberg U-Bahn station serving the city’s exhibition and trade fair grounds.
-
D.
Canton Fair
The Canton Fair is China’s largest and oldest trade fair, held biannually in Guangzhou and serving as a major global platform for importing and exporting a wide range of goods.
-
E.
Frankfurt Book Fair
The Frankfurt Book Fair is the world’s largest international trade fair for books and publishing, serving as a major global marketplace and cultural event for the literary industry.
- 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: Leipzig Trade Fair (Leipziger Messe) Triple: [Leipzig, hasCulturalInstitution, Leipzig Trade Fair (Leipziger Messe)]
Generated description
Leipzig Trade Fair (Leipziger Messe) is one of the world’s oldest and most prominent trade fair organizations, hosting major international exhibitions and conferences in Leipzig, Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leipzig Trade Fair (Leipziger Messe) Target entity description: Leipzig Trade Fair (Leipziger Messe) is one of the world’s oldest and most prominent trade fair organizations, hosting major international exhibitions and conferences in Leipzig, Germany.
-
A.
Göttingen International Handel Festival
The Göttingen International Handel Festival is a renowned annual music festival in Germany dedicated to historically informed performances of George Frideric Handel’s works.
-
B.
Hannover Messe
Hannover Messe is one of the world’s largest and most influential industrial technology trade fairs, held annually in Hanover, Germany.
-
C.
Messe
Messe is a Nuremberg U-Bahn station serving the city’s exhibition and trade fair grounds.
-
D.
Canton Fair
The Canton Fair is China’s largest and oldest trade fair, held biannually in Guangzhou and serving as a major global platform for importing and exporting a wide range of goods.
-
E.
Frankfurt Book Fair
The Frankfurt Book Fair is the world’s largest international trade fair for books and publishing, serving as a major global marketplace and cultural event for the literary industry.
- 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_69a8862b01a48190ab47209063af82d9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa63c4639c81908b91b2559f0c6a5c |
completed | March 6, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8b060d64819096ba0522ccce9145 |
completed | March 8, 2026, 2:43 p.m. |
| NEDg | Description generation | batch_69ad957f64c48190862a701a94098bbf |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97b974708190adfffebee41a6fcd |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.