Triple
T10966064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limbourg |
E259099
|
entity |
| Predicate | hasMunicipalSection |
P10450
|
FINISHED |
| Object |
Limbourg (historic town)
Limbourg (historic town) is a historic fortified town in eastern Belgium known for its well-preserved medieval architecture and strategic hilltop location above the Vesdre River.
|
E897337
|
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: Limbourg (historic town) | Statement: [Limbourg, hasMunicipalSection, Limbourg (historic town)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limbourg (historic town) Context triple: [Limbourg, hasMunicipalSection, Limbourg (historic town)]
-
A.
Vierlinden
Vierlinden is a district within the Walsum area of Duisburg in North Rhine-Westphalia, Germany.
-
B.
Biburg
Biburg is a small municipality in the Lower Bavarian region of Germany, known for its rural character and historic monastery.
-
C.
Stavelot
Stavelot is a historic town in the Ardennes region of Wallonia, Belgium, known for its former Benedictine abbey and traditional Laetare carnival.
-
D.
Limburg (Belgium)
Limburg (Belgium) is a Dutch-speaking province in northeastern Belgium known for its green landscapes, cycling routes, and historic towns such as Hasselt and Tongeren.
-
E.
Zurenborg
Zurenborg is a historic and architecturally distinctive district in Antwerp, Belgium, renowned for its eclectic and Art Nouveau townhouses.
- 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: Limbourg (historic town) Triple: [Limbourg, hasMunicipalSection, Limbourg (historic town)]
Generated description
Limbourg (historic town) is a historic fortified town in eastern Belgium known for its well-preserved medieval architecture and strategic hilltop location above the Vesdre River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limbourg (historic town) Target entity description: Limbourg (historic town) is a historic fortified town in eastern Belgium known for its well-preserved medieval architecture and strategic hilltop location above the Vesdre River.
-
A.
Vierlinden
Vierlinden is a district within the Walsum area of Duisburg in North Rhine-Westphalia, Germany.
-
B.
Biburg
Biburg is a small municipality in the Lower Bavarian region of Germany, known for its rural character and historic monastery.
-
C.
Stavelot
Stavelot is a historic town in the Ardennes region of Wallonia, Belgium, known for its former Benedictine abbey and traditional Laetare carnival.
-
D.
Limburg (Belgium)
Limburg (Belgium) is a Dutch-speaking province in northeastern Belgium known for its green landscapes, cycling routes, and historic towns such as Hasselt and Tongeren.
-
E.
Zurenborg
Zurenborg is a historic and architecturally distinctive district in Antwerp, Belgium, renowned for its eclectic and Art Nouveau townhouses.
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77149c0448190a66322fa696fdbda |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d77277108190979f1b1edeac8964 |
completed | April 18, 2026, 12:59 a.m. |
| NEDg | Description generation | batch_69e2ff1ffb8c8190ba97f3c2e3c8c601 |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3261cc4f48190ba0e5645f37cd4b5 |
completed | April 18, 2026, 6:35 a.m. |
Created at: April 8, 2026, 9:24 p.m.