Triple
T19431388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valenciennes tramway |
E486120
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Transvilles
Transvilles is the public transport network brand that manages and operates buses and trams in and around Valenciennes in northern France.
|
E1375435
|
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: Transvilles | Statement: [Valenciennes tramway, operator, Transvilles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transvilles Context triple: [Valenciennes tramway, operator, Transvilles]
-
A.
D'Arbanville
D'Arbanville is the surname of Patti D'Arbanville, an American actress and former model known for her work in film and television since the 1970s.
-
B.
Fallières
Fallières is a French surname most notably borne by Armand Fallières, who served as President of France in the early 20th century.
-
C.
Douaumont
Douaumont is a small commune in northeastern France best known for its World War I battlefield sites near Verdun, including major memorials and military cemeteries.
-
D.
Badonviller
Badonviller is a small commune in northeastern France, known as the birthplace of the astronomer Charles Messier.
-
E.
Triel-sur-Seine
Triel-sur-Seine is a commune in the Yvelines department of north-central France, situated along the Seine River to the northwest of Paris.
- 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: Transvilles Triple: [Valenciennes tramway, operator, Transvilles]
Generated description
Transvilles is the public transport network brand that manages and operates buses and trams in and around Valenciennes in northern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transvilles Target entity description: Transvilles is the public transport network brand that manages and operates buses and trams in and around Valenciennes in northern France.
-
A.
D'Arbanville
D'Arbanville is the surname of Patti D'Arbanville, an American actress and former model known for her work in film and television since the 1970s.
-
B.
Fallières
Fallières is a French surname most notably borne by Armand Fallières, who served as President of France in the early 20th century.
-
C.
Douaumont
Douaumont is a small commune in northeastern France best known for its World War I battlefield sites near Verdun, including major memorials and military cemeteries.
-
D.
Badonviller
Badonviller is a small commune in northeastern France, known as the birthplace of the astronomer Charles Messier.
-
E.
Triel-sur-Seine
Triel-sur-Seine is a commune in the Yvelines department of north-central France, situated along the Seine River to the northwest of Paris.
- 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_69d8e8d688f881909c85104a62e09d8a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6335b4e388190913ded15ad165b7b |
completed | April 20, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0733db04a481909405391fdb2eee32 |
completed | May 15, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_6a0734c0a8588190904537467c581442 |
completed | May 15, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073545b2e48190a8cb78cb25785017 |
completed | May 15, 2026, 3:01 p.m. |
Created at: April 10, 2026, 1:37 p.m.