Triple
T5313994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aktiengesellschaft |
E119100
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
German Stock Corporation Act
The German Stock Corporation Act is the primary legal framework regulating the formation, governance, and operation of stock corporations (Aktiengesellschaften) in Germany.
|
E510393
|
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: German Stock Corporation Act | Statement: [Aktiengesellschaft, governedBy, German Stock Corporation Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German Stock Corporation Act Context triple: [Aktiengesellschaft, governedBy, German Stock Corporation Act]
-
A.
German Commercial Code
The German Commercial Code is a central piece of German business law that regulates commercial transactions, traders, and corporate accounting alongside the German Civil Code.
-
B.
German Securities Trading Act
The German Securities Trading Act is a key piece of financial legislation in Germany that governs securities trading, market transparency, and investor protection in the country’s capital markets.
-
C.
German Investment Code
The German Investment Code is a key legal framework governing investment funds and asset management activities in Germany, setting rules for investor protection, fund authorization, and ongoing supervision.
-
D.
German Banking Act
The German Banking Act is the central legal framework governing the licensing, supervision, and operation of banks and financial institutions in Germany.
-
E.
German Civil Code
The German Civil Code is Germany’s comprehensive codification of private law, governing areas such as contracts, property, family, and obligations.
- 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: German Stock Corporation Act Triple: [Aktiengesellschaft, governedBy, German Stock Corporation Act]
Generated description
The German Stock Corporation Act is the primary legal framework regulating the formation, governance, and operation of stock corporations (Aktiengesellschaften) in Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German Stock Corporation Act Target entity description: The German Stock Corporation Act is the primary legal framework regulating the formation, governance, and operation of stock corporations (Aktiengesellschaften) in Germany.
-
A.
German Commercial Code
The German Commercial Code is a central piece of German business law that regulates commercial transactions, traders, and corporate accounting alongside the German Civil Code.
-
B.
German Securities Trading Act
The German Securities Trading Act is a key piece of financial legislation in Germany that governs securities trading, market transparency, and investor protection in the country’s capital markets.
-
C.
German Investment Code
The German Investment Code is a key legal framework governing investment funds and asset management activities in Germany, setting rules for investor protection, fund authorization, and ongoing supervision.
-
D.
German Banking Act
The German Banking Act is the central legal framework governing the licensing, supervision, and operation of banks and financial institutions in Germany.
-
E.
German Civil Code
The German Civil Code is Germany’s comprehensive codification of private law, governing areas such as contracts, property, family, and obligations.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd854d947081909e51b27e40940580 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf110ad9688190aa74122adb8ee52d |
completed | March 21, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_69bf11a601c481908a8cb6ea2c04d6df |
completed | March 21, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf127799208190a47580ed7b9ad550 |
completed | March 21, 2026, 9:49 p.m. |
Created at: March 20, 2026, 1:54 p.m.