Triple
T16451541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bergambacht |
E399561
|
entity |
| Predicate | hasDemonym |
P191
|
FINISHED |
| Object |
Bergambachter
A Bergambachter is a resident or native of Bergambacht, a town in the Netherlands.
|
E1213964
|
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: Bergambachter | Statement: [Bergambacht, hasDemonym, Bergambachter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bergambachter Context triple: [Bergambacht, hasDemonym, Bergambachter]
-
A.
Langeraar
Langeraar is a village in the Dutch province of South Holland, located within the municipality of Nieuwkoop.
-
B.
Bachern
Bachern is a small village in Bavaria, Germany, that forms part of the municipality of Inning am Ammersee.
-
C.
Kolderbos
Kolderbos is a residential district of the Belgian city of Genk, known for its post-war social housing and multicultural community.
-
D.
Benschop
Benschop is a small village in the Dutch province of Utrecht, known for its rural character and traditional polder landscape.
-
E.
Oosterboer
Oosterboer is a residential district of the city of Meppel in the province of Drenthe in the Netherlands.
- 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: Bergambachter Triple: [Bergambacht, hasDemonym, Bergambachter]
Generated description
A Bergambachter is a resident or native of Bergambacht, a town in the Netherlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bergambachter Target entity description: A Bergambachter is a resident or native of Bergambacht, a town in the Netherlands.
-
A.
Langeraar
Langeraar is a village in the Dutch province of South Holland, located within the municipality of Nieuwkoop.
-
B.
Bachern
Bachern is a small village in Bavaria, Germany, that forms part of the municipality of Inning am Ammersee.
-
C.
Kolderbos
Kolderbos is a residential district of the Belgian city of Genk, known for its post-war social housing and multicultural community.
-
D.
Benschop
Benschop is a small village in the Dutch province of Utrecht, known for its rural character and traditional polder landscape.
-
E.
Oosterboer
Oosterboer is a residential district of the city of Meppel in the province of Drenthe in the Netherlands.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ce06de0819086eea241c6b32223 |
completed | April 18, 2026, 7:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0045979c588190b6f7b249147f3174 |
completed | May 10, 2026, 8:45 a.m. |
| NEDg | Description generation | batch_6a00472cdc2881908211045515cd21ee |
completed | May 10, 2026, 8:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0047b4b6688190afef52b39788ceae |
completed | May 10, 2026, 8:54 a.m. |
Created at: April 10, 2026, 5:10 a.m.