Triple

T20616166
Position Surface form Disambiguated ID Type / Status
Subject Sillon industriel of Belgium E506572 entity
Predicate alsoKnownAs P39 FINISHED
Object Walloon industrial axis
The Walloon industrial axis is a historically significant industrial region in southern Belgium, stretching across major cities such as Liège, Charleroi, and Mons, that was once the core of the country’s coal and steel production.
E1255802 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: Walloon industrial axis | Statement: [Sillon industriel of Belgium, alsoKnownAs, Walloon industrial axis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walloon industrial axis
Context triple: [Sillon industriel of Belgium, alsoKnownAs, Walloon industrial axis]
  • A. Randstad–Limburg axis
    The Randstad–Limburg axis is a major Dutch north–south economic and transportation corridor linking the densely populated Randstad region with the southern province of Limburg.
  • B. Borinage
    Borinage is a historic coal-mining region in the province of Hainaut in southwestern Belgium, known for its industrial heritage and its influence on the early work of Vincent van Gogh.
  • C. Brussels–Namur
    Brussels–Namur is a major Belgian railway corridor linking the capital city Brussels with the Walloon city of Namur, serving as an important route for regional and intercity train traffic.
  • D. Eupen-Malmedy region
    The Eupen-Malmedy region is a historically contested, predominantly German-speaking area in eastern Belgium that was transferred from Germany after World War I and remains notable for its linguistic and cultural distinctiveness.
  • E. Brussels–Antwerp railway axis
    The Brussels–Antwerp railway axis is a major Belgian rail corridor linking the capital Brussels with the port city of Antwerp, serving as one of the country’s busiest passenger and freight routes.
  • 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: Walloon industrial axis
Triple: [Sillon industriel of Belgium, alsoKnownAs, Walloon industrial axis]
Generated description
The Walloon industrial axis is a historically significant industrial region in southern Belgium, stretching across major cities such as Liège, Charleroi, and Mons, that was once the core of the country’s coal and steel production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walloon industrial axis
Target entity description: The Walloon industrial axis is a historically significant industrial region in southern Belgium, stretching across major cities such as Liège, Charleroi, and Mons, that was once the core of the country’s coal and steel production.
  • A. Randstad–Limburg axis
    The Randstad–Limburg axis is a major Dutch north–south economic and transportation corridor linking the densely populated Randstad region with the southern province of Limburg.
  • B. Borinage chosen
    Borinage is a historic coal-mining region in the province of Hainaut in southwestern Belgium, known for its industrial heritage and its influence on the early work of Vincent van Gogh.
  • C. Brussels–Namur
    Brussels–Namur is a major Belgian railway corridor linking the capital city Brussels with the Walloon city of Namur, serving as an important route for regional and intercity train traffic.
  • D. Eupen-Malmedy region
    The Eupen-Malmedy region is a historically contested, predominantly German-speaking area in eastern Belgium that was transferred from Germany after World War I and remains notable for its linguistic and cultural distinctiveness.
  • E. Brussels–Antwerp railway axis
    The Brussels–Antwerp railway axis is a major Belgian rail corridor linking the capital Brussels with the port city of Antwerp, serving as one of the country’s busiest passenger and freight routes.
  • 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_69e0b4bc90988190ac360aaf645efc1d completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aadbb3ac81908145f57fd6a94256 completed April 20, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb13545c8190afcd6b35e2aa56ef completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bbb570f4819093e23b20fd83d101 completed May 16, 2026, 6:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08bf7d661c8190af9e9b7b4121f951 completed May 16, 2026, 7:03 p.m.
Created at: April 16, 2026, 11:41 a.m.