Triple
T22010985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heist-op-den-Berg |
E543570
|
entity |
| Predicate | hasNeighboringMunicipality |
P224
|
FINISHED |
| Object |
Herselt
Herselt is a municipality in the Belgian province of Antwerp, known for its rural character and forested landscapes in the Campine region.
|
E1513508
|
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: Herselt | Statement: [Heist-op-den-Berg, hasNeighboringMunicipality, Herselt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herselt Context triple: [Heist-op-den-Berg, hasNeighboringMunicipality, Herselt]
-
A.
Kaiserswerth
Kaiserswerth is a historic district in northern Düsseldorf, Germany, known for its medieval castle ruins and picturesque old town along the Rhine River.
-
B.
Marckolsheim
Marckolsheim is a commune in northeastern France, located in the Grand Est region near the Rhine River and the German border.
-
C.
Feldafing
Feldafing is a Bavarian lakeside municipality in southern Germany known for its scenic location on the western shore of Lake Starnberg and its historic villas and parklands.
-
D.
Beaufays
Beaufays is a village in the municipality of Chaudfontaine in the province of Liège, Belgium.
-
E.
Schalkham
Schalkham is a small municipality in the Landshut district of Lower Bavaria, Germany.
- 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: Herselt Triple: [Heist-op-den-Berg, hasNeighboringMunicipality, Herselt]
Generated description
Herselt is a municipality in the Belgian province of Antwerp, known for its rural character and forested landscapes in the Campine region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herselt Target entity description: Herselt is a municipality in the Belgian province of Antwerp, known for its rural character and forested landscapes in the Campine region.
-
A.
Kaiserswerth
Kaiserswerth is a historic district in northern Düsseldorf, Germany, known for its medieval castle ruins and picturesque old town along the Rhine River.
-
B.
Marckolsheim
Marckolsheim is a commune in northeastern France, located in the Grand Est region near the Rhine River and the German border.
-
C.
Feldafing
Feldafing is a Bavarian lakeside municipality in southern Germany known for its scenic location on the western shore of Lake Starnberg and its historic villas and parklands.
-
D.
Beaufays
Beaufays is a village in the municipality of Chaudfontaine in the province of Liège, Belgium.
-
E.
Schalkham
Schalkham is a small municipality in the Landshut district of Lower Bavaria, Germany.
- 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_69e11e2db934819095556760c7d85e4d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127a4338c8190836074d21bfbaf78 |
completed | April 28, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a7378f3088190a38ae4ac5e44f41d |
completed | May 18, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_6a0a748c80b88190aaca0c0540c6f802 |
completed | May 18, 2026, 2:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7539f3308190a1ff50ad7cf89545 |
completed | May 18, 2026, 2:11 a.m. |
Created at: April 16, 2026, 8:22 p.m.