Triple
T5028654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lyon-Gorge-de-Loup station |
E113239
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
TCL bus network
The TCL bus network is the public bus system serving Lyon and its surrounding metropolitan area in France.
|
E487754
|
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: TCL bus network | Statement: [Lyon-Gorge-de-Loup station, servedBy, TCL bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TCL bus network Context triple: [Lyon-Gorge-de-Loup station, servedBy, TCL bus network]
-
A.
TEC bus lines
TEC bus lines are a regional public bus network in Wallonia, Belgium, providing local and intercity transportation services.
-
B.
TMB bus network
The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
-
C.
STM bus network
The STM bus network is the extensive system of urban bus routes serving neighborhoods across the island of Montreal as part of the city’s public transit infrastructure.
-
D.
Eshot bus network
The Eshot bus network is the primary public bus system serving İzmir, Turkey, providing extensive urban and suburban transportation across the metropolitan area.
-
E.
Lynx bus system
The Lynx bus system is the primary public transit network serving the greater Orlando, Florida area, providing local and regional bus services to residents and visitors.
- 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: TCL bus network Triple: [Lyon-Gorge-de-Loup station, servedBy, TCL bus network]
Generated description
The TCL bus network is the public bus system serving Lyon and its surrounding metropolitan area in France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TCL bus network Target entity description: The TCL bus network is the public bus system serving Lyon and its surrounding metropolitan area in France.
-
A.
TEC bus lines
TEC bus lines are a regional public bus network in Wallonia, Belgium, providing local and intercity transportation services.
-
B.
TMB bus network
The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
-
C.
STM bus network
The STM bus network is the extensive system of urban bus routes serving neighborhoods across the island of Montreal as part of the city’s public transit infrastructure.
-
D.
Eshot bus network
The Eshot bus network is the primary public bus system serving İzmir, Turkey, providing extensive urban and suburban transportation across the metropolitan area.
-
E.
Lynx bus system
The Lynx bus system is the primary public transit network serving the greater Orlando, Florida area, providing local and regional bus services to residents and visitors.
- 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_69bd443775e48190a646ffbfc4334723 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd738f2cc88190a03eebf19e407411 |
completed | March 20, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c64db5c81909224c82ae9d9e0ab |
completed | March 21, 2026, 1:25 p.m. |
| NEDg | Description generation | batch_69be9ce7959081908b9ddb4c677c477c |
completed | March 21, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9d7e00f88190b2d12e872fadc181 |
completed | March 21, 2026, 1:30 p.m. |
Created at: March 20, 2026, 1:36 p.m.