Triple
T4548966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bern trolleybus network |
E110114
|
entity |
| Predicate | fareSystem |
P395
|
FINISHED |
| Object |
Libero tariff association
The Libero tariff association is a regional public transport fare network in Switzerland that coordinates integrated ticketing and pricing across multiple transport operators and modes.
|
E452080
|
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: Libero tariff association | Statement: [Bern trolleybus network, fareSystem, Libero tariff association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libero tariff association Context triple: [Bern trolleybus network, fareSystem, Libero tariff association]
-
A.
Central European Free Trade Agreement
The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
-
B.
Free Trade Area of the Americas
The Free Trade Area of the Americas was a proposed Western Hemisphere-wide trade agreement aimed at reducing or eliminating tariffs and other trade barriers among countries in North, Central, and South America and the Caribbean.
-
C.
European Free Trade Association
The European Free Trade Association is an intergovernmental organization of European countries that promotes free trade and economic integration among its member states outside the European Union.
-
D.
MERCOSUR
MERCOSUR is a regional trade bloc in South America that promotes economic integration and free trade among its member countries.
-
E.
Greater Arab Free Trade Area
The Greater Arab Free Trade Area is a regional trade agreement among Arab League countries aimed at eliminating tariffs and fostering economic integration and increased intra-Arab trade.
- 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: Libero tariff association Triple: [Bern trolleybus network, fareSystem, Libero tariff association]
Generated description
The Libero tariff association is a regional public transport fare network in Switzerland that coordinates integrated ticketing and pricing across multiple transport operators and modes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libero tariff association Target entity description: The Libero tariff association is a regional public transport fare network in Switzerland that coordinates integrated ticketing and pricing across multiple transport operators and modes.
-
A.
Central European Free Trade Agreement
The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
-
B.
Free Trade Area of the Americas
The Free Trade Area of the Americas was a proposed Western Hemisphere-wide trade agreement aimed at reducing or eliminating tariffs and other trade barriers among countries in North, Central, and South America and the Caribbean.
-
C.
European Free Trade Association
The European Free Trade Association is an intergovernmental organization of European countries that promotes free trade and economic integration among its member states outside the European Union.
-
D.
MERCOSUR
MERCOSUR is a regional trade bloc in South America that promotes economic integration and free trade among its member countries.
-
E.
Greater Arab Free Trade Area
The Greater Arab Free Trade Area is a regional trade agreement among Arab League countries aimed at eliminating tariffs and fostering economic integration and increased intra-Arab trade.
- 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_69bd4412524c8190be5bcc9ddee91848 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57f3f8348190868e274ac4df87ce |
completed | March 20, 2026, 2:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdb945bd3881908e6c3f5f91b5f38e |
completed | March 20, 2026, 9:16 p.m. |
| NEDg | Description generation | batch_69bdbecf94d0819087519e44aab5a035 |
completed | March 20, 2026, 9:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdbf81f1208190946611fb6a1c20ba |
completed | March 20, 2026, 9:43 p.m. |
Created at: March 20, 2026, 1:05 p.m.