Triple
T7489783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siege of Cambrai (1595) |
E176975
|
entity |
| Predicate | historicalRegion |
P915
|
FINISHED |
| Object |
Hainaut / borderlands between France and the Spanish Netherlands
Hainaut and the surrounding borderlands between France and the Spanish Netherlands formed a strategically important frontier region in early modern Europe, frequently contested in the wars between the French crown and Habsburg Spain.
|
E669192
|
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: Hainaut / borderlands between France and the Spanish Netherlands | Statement: [Siege of Cambrai (1595), historicalRegion, Hainaut / borderlands between France and the Spanish Netherlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hainaut / borderlands between France and the Spanish Netherlands Context triple: [Siege of Cambrai (1595), historicalRegion, Hainaut / borderlands between France and the Spanish Netherlands]
-
A.
French-Belgian border region
The French-Belgian border region is a historically contested frontier zone between France and Belgium, marked by shifting borders, fortified towns, and significant battlefields such as Malplaquet.
-
B.
French Flanders
French Flanders is a historical region in northern France, bordering Belgium, known for its Flemish cultural heritage and centered around cities such as Lille and Dunkirk.
-
C.
Sambre valley region
The Sambre valley region is an area in southern Belgium shaped by the Sambre River, historically significant for its industrial development and as the site of several major European battles.
-
D.
Burgundian Netherlands
The Burgundian Netherlands were a collection of late medieval and early Renaissance Low Countries territories ruled by the Dukes of Burgundy, forming the political and cultural precursor to the later Habsburg Seventeen Provinces.
-
E.
Franco-Spanish border
The Franco-Spanish border is the international boundary separating France and Spain, running largely along the crest of the Pyrenees mountains.
- 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: Hainaut / borderlands between France and the Spanish Netherlands Triple: [Siege of Cambrai (1595), historicalRegion, Hainaut / borderlands between France and the Spanish Netherlands]
Generated description
Hainaut and the surrounding borderlands between France and the Spanish Netherlands formed a strategically important frontier region in early modern Europe, frequently contested in the wars between the French crown and Habsburg Spain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hainaut / borderlands between France and the Spanish Netherlands Target entity description: Hainaut and the surrounding borderlands between France and the Spanish Netherlands formed a strategically important frontier region in early modern Europe, frequently contested in the wars between the French crown and Habsburg Spain.
-
A.
French-Belgian border region
The French-Belgian border region is a historically contested frontier zone between France and Belgium, marked by shifting borders, fortified towns, and significant battlefields such as Malplaquet.
-
B.
French Flanders
French Flanders is a historical region in northern France, bordering Belgium, known for its Flemish cultural heritage and centered around cities such as Lille and Dunkirk.
-
C.
Sambre valley region
The Sambre valley region is an area in southern Belgium shaped by the Sambre River, historically significant for its industrial development and as the site of several major European battles.
-
D.
Burgundian Netherlands
The Burgundian Netherlands were a collection of late medieval and early Renaissance Low Countries territories ruled by the Dukes of Burgundy, forming the political and cultural precursor to the later Habsburg Seventeen Provinces.
-
E.
Franco-Spanish border
The Franco-Spanish border is the international boundary separating France and Spain, running largely along the crest of the Pyrenees mountains.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55abcd481909e42ca857fe46cd1 |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c71f5748190bdda4cf9b8dfc6ea |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e7b2ab08190a5ecb9b87af067a5 |
completed | March 28, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c842bad1e8819093bf61d9480dbd22 |
completed | March 28, 2026, 9:06 p.m. |
Created at: March 27, 2026, 3:43 p.m.