Triple
T4430672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muret |
E95319
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Muret railway station
Muret railway station is a regional train station in Muret, France, serving as a local stop on the rail network in the Occitanie region.
|
E439642
|
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: Muret railway station | Statement: [Muret, hasTransport, Muret railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muret railway station Context triple: [Muret, hasTransport, Muret railway station]
-
A.
Morisset railway station
Morisset railway station is a regional New South Wales train station serving the town of Morisset on the Main Northern line between Gosford and Newcastle.
-
B.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
C.
Montargis railway station
Montargis railway station is a regional rail hub in central France that serves the town of Montargis on the important Paris–Lyon main line.
-
D.
Nid d'Aigle station
Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
-
E.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
- 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: Muret railway station Triple: [Muret, hasTransport, Muret railway station]
Generated description
Muret railway station is a regional train station in Muret, France, serving as a local stop on the rail network in the Occitanie region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muret railway station Target entity description: Muret railway station is a regional train station in Muret, France, serving as a local stop on the rail network in the Occitanie region.
-
A.
Morisset railway station
Morisset railway station is a regional New South Wales train station serving the town of Morisset on the Main Northern line between Gosford and Newcastle.
-
B.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
C.
Montargis railway station
Montargis railway station is a regional rail hub in central France that serves the town of Montargis on the important Paris–Lyon main line.
-
D.
Nid d'Aigle station
Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
-
E.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35569b3388190bdef2568f5dc04ce |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6136f350c81908d00eff850951ab0 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b614371b2081909fabb88f2993dd29 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6156db4a081909054f7db172315e9 |
completed | March 15, 2026, 2:11 a.m. |
Created at: March 12, 2026, 11:31 p.m.