Triple
T12506148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ligerz railway station |
E298952
|
entity |
| Predicate | hasFareNetwork |
P72429
|
FINISHED |
| Object | Libero tariff association |
E452080
|
NE FINISHED |
How this triple was built (3 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: [Ligerz railway station, hasFareNetwork, Libero tariff association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libero tariff association Context triple: [Ligerz railway station, hasFareNetwork, Libero tariff association]
-
A.
Libero tariff association
chosen
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.
-
B.
Latin American Free Trade Association
The Latin American Free Trade Association was a regional organization formed to promote economic integration and reduce trade barriers among Latin American countries during the mid-20th century.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFareNetwork Context triple: [Ligerz railway station, hasFareNetwork, Libero tariff association]
-
A.
hasFareZoneSystem
chosen
Indicates that an entity uses or is associated with a particular fare zone system for determining travel costs or ticketing.
-
B.
hasFareZoneFeature
Indicates that an entity is associated with a specific fare zone or fare-related area designation.
-
C.
hasFareZone
Indicates that an entity is located within or associated with a specific fare zone used for pricing or ticketing.
-
D.
fareSystem
Indicates a relationship where a system is used to determine, collect, or manage fares or payments for transportation or similar services.
-
E.
hasNearbyPass
Indicates that an entity has at least one pass (e.g., transit or access pass) available within a short or locally defined distance from it.
- F. None of above.
Provenance (4 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dfddf38819099263b8b1e804736 |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bb5af708190b3786da334c3bf23 |
completed | May 2, 2026, 7:08 p.m. |
| PD | Predicate disambiguation | batch_69d94d43b7008190af2648fe09fd6d23 |
completed | April 10, 2026, 7:19 p.m. |
Created at: April 8, 2026, 9:57 p.m.