Triple
T8720208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MF 67 |
E206990
|
entity |
| Predicate | builtBy |
P972
|
FINISHED |
| Object |
Franco-Belge
Franco-Belge was a European railway rolling stock manufacturer known for producing locomotives and multiple units for various national rail networks.
|
E754120
|
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: Franco-Belge | Statement: [MF 67, builtBy, Franco-Belge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franco-Belge Context triple: [MF 67, builtBy, Franco-Belge]
-
A.
Belgium and France
Belgium and France are neighboring Western European countries that share a long land border, close cultural and historical ties, and membership in the European Union and Schengen Area.
-
B.
Belgian Luxembourg
Belgian Luxembourg is a province in the Walloon region of southern Belgium, known for its largely rural landscape, Ardennes forests, and historic towns near the borders with Luxembourg and France.
-
C.
Belgium and Luxembourg
Belgium and Luxembourg are neighboring Western European countries that share a close historical, economic, and cultural relationship within the Benelux union.
-
D.
Wallonia
Wallonia is the predominantly French-speaking southern region of Belgium, known for its industrial heritage, cultural distinctiveness, and political autonomy within the Belgian federal state.
-
E.
Belgians
Belgians are the people of Belgium, a Western European country known for its multilingual population, rich cultural heritage, and contributions to art, cuisine, and politics within the European Union.
- 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: Franco-Belge Triple: [MF 67, builtBy, Franco-Belge]
Generated description
Franco-Belge was a European railway rolling stock manufacturer known for producing locomotives and multiple units for various national rail networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franco-Belge Target entity description: Franco-Belge was a European railway rolling stock manufacturer known for producing locomotives and multiple units for various national rail networks.
-
A.
Belgium and France
Belgium and France are neighboring Western European countries that share a long land border, close cultural and historical ties, and membership in the European Union and Schengen Area.
-
B.
Belgian Luxembourg
Belgian Luxembourg is a province in the Walloon region of southern Belgium, known for its largely rural landscape, Ardennes forests, and historic towns near the borders with Luxembourg and France.
-
C.
Belgium and Luxembourg
Belgium and Luxembourg are neighboring Western European countries that share a close historical, economic, and cultural relationship within the Benelux union.
-
D.
Wallonia
Wallonia is the predominantly French-speaking southern region of Belgium, known for its industrial heritage, cultural distinctiveness, and political autonomy within the Belgian federal state.
-
E.
Belgians
Belgians are the people of Belgium, a Western European country known for its multilingual population, rich cultural heritage, and contributions to art, cuisine, and politics within the European Union.
- 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_69ca835811d8819081ea00fd2a2c9a1c |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d02a52c81909f93622ae6920b80 |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf28f599a481908e93bc5b5c41296e |
completed | April 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69cf2bd222b08190907ba7e98991996e |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2fcb5e7c819086b441d1ef4fc368 |
completed | April 3, 2026, 3:11 a.m. |
Created at: March 30, 2026, 6:36 p.m.