Triple
T12714934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flémalle |
E303811
|
entity |
| Predicate | hasNearbyInfrastructure |
P231
|
FINISHED |
| Object |
Liège steel and industrial basin
The Liège steel and industrial basin is a major heavy-industry region in eastern Belgium, historically centered on steel production and related manufacturing along the Meuse River.
|
E156268
|
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: Liège steel and industrial basin | Statement: [Flémalle, hasNearbyInfrastructure, Liège steel and industrial basin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liège steel and industrial basin Context triple: [Flémalle, hasNearbyInfrastructure, Liège steel and industrial basin]
-
A.
Ruhrkessel
Ruhrkessel is the German name for the Ruhr Pocket, a major World War II encirclement of German forces by the Allies in Germany’s Ruhr industrial region in 1945.
-
B.
Herstal
Herstal is an industrial town in the Liège province of eastern Belgium, known historically for its arms manufacturing and proximity to the city of Liège.
-
C.
Bassins
Bassins is a small Swiss municipality in the canton of Vaud, located on the slopes above Lake Geneva in the district of Nyon.
-
D.
Wijnegem locks
The Wijnegem locks are a major lock complex in Wijnegem, Belgium, that regulates water levels and ship traffic on the Albert Canal near Antwerp.
-
E.
Kupka
Kupka is a Czech surname most notably associated with František Kupka, a pioneering abstract painter and graphic artist.
- 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: Liège steel and industrial basin Triple: [Flémalle, hasNearbyInfrastructure, Liège steel and industrial basin]
Generated description
The Liège steel and industrial basin is a major heavy-industry region in eastern Belgium, historically centered on steel production and related manufacturing along the Meuse River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liège steel and industrial basin Target entity description: The Liège steel and industrial basin is a major heavy-industry region in eastern Belgium, historically centered on steel production and related manufacturing along the Meuse River.
-
A.
Ruhrkessel
Ruhrkessel is the German name for the Ruhr Pocket, a major World War II encirclement of German forces by the Allies in Germany’s Ruhr industrial region in 1945.
-
B.
Herstal
chosen
Herstal is an industrial town in the Liège province of eastern Belgium, known historically for its arms manufacturing and proximity to the city of Liège.
-
C.
Bassins
Bassins is a small Swiss municipality in the canton of Vaud, located on the slopes above Lake Geneva in the district of Nyon.
-
D.
Wijnegem locks
The Wijnegem locks are a major lock complex in Wijnegem, Belgium, that regulates water levels and ship traffic on the Albert Canal near Antwerp.
-
E.
Kupka
Kupka is a Czech surname most notably associated with František Kupka, a pioneering abstract painter and graphic artist.
- F. None of above.
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_69d7bdf084148190ab9d513dc0735af4 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9620a7554819083784897ff690652 |
completed | April 10, 2026, 8:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671bad5108190915d14c3ec3d2e27 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f67286f1b8819081db3da2f5c16daf |
completed | May 2, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6732ea7408190a95f0a5f983dfdb7 |
completed | May 2, 2026, 9:57 p.m. |
Created at: April 9, 2026, 5:23 p.m.