Triple
T21520058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balsthal railway station |
E530949
|
entity |
| Predicate | fareZoneSystem |
P395
|
FINISHED |
| Object |
Tarifverbund A-Welle
Tarifverbund A-Welle is a Swiss regional public transport tariff network that offers integrated ticketing and coordinated fares across multiple transport operators within its designated area.
|
E1488682
|
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: Tarifverbund A-Welle | Statement: [Balsthal railway station, fareZoneSystem, Tarifverbund A-Welle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tarifverbund A-Welle Context triple: [Balsthal railway station, fareZoneSystem, Tarifverbund A-Welle]
-
A.
Heidenheimer Tarifverbund
Heidenheimer Tarifverbund is a regional public transport tariff association in the Heidenheim area of Germany that coordinates and unifies fares across multiple transport operators.
-
B.
Tarifverbund Nordwestschweiz
Tarifverbund Nordwestschweiz is a regional integrated public transport tariff association in northwestern Switzerland that coordinates fares and tickets across multiple transport operators and modes.
-
C.
BNetzA
BNetzA is Germany’s federal regulatory authority overseeing electricity, gas, telecommunications, postal services, and railway infrastructure markets.
-
D.
Wûnseradiel
Wûnseradiel was a former municipality in the Dutch province of Friesland, known for its rural villages and historic Frisian character.
-
E.
Traficom
Traficom is Finland’s national authority responsible for regulating and overseeing transport and communications services, infrastructure, and safety.
- 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: Tarifverbund A-Welle Triple: [Balsthal railway station, fareZoneSystem, Tarifverbund A-Welle]
Generated description
Tarifverbund A-Welle is a Swiss regional public transport tariff network that offers integrated ticketing and coordinated fares across multiple transport operators within its designated area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tarifverbund A-Welle Target entity description: Tarifverbund A-Welle is a Swiss regional public transport tariff network that offers integrated ticketing and coordinated fares across multiple transport operators within its designated area.
-
A.
Heidenheimer Tarifverbund
Heidenheimer Tarifverbund is a regional public transport tariff association in the Heidenheim area of Germany that coordinates and unifies fares across multiple transport operators.
-
B.
Tarifverbund Nordwestschweiz
Tarifverbund Nordwestschweiz is a regional integrated public transport tariff association in northwestern Switzerland that coordinates fares and tickets across multiple transport operators and modes.
-
C.
BNetzA
BNetzA is Germany’s federal regulatory authority overseeing electricity, gas, telecommunications, postal services, and railway infrastructure markets.
-
D.
Wûnseradiel
Wûnseradiel was a former municipality in the Dutch province of Friesland, known for its rural villages and historic Frisian character.
-
E.
Traficom
Traficom is Finland’s national authority responsible for regulating and overseeing transport and communications services, infrastructure, and safety.
- 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_69e0c45d95a081908e7962ad215da746 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee884af0f08190bc1f3d70e57a325d |
completed | April 26, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09e82521248190b6b84a3074d70be1 |
completed | May 17, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_6a09e92969c881908b865da9d78cc48e |
completed | May 17, 2026, 4:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09e9ad9da08190b222b06c41734994 |
completed | May 17, 2026, 4:15 p.m. |
Created at: April 16, 2026, 6:26 p.m.