Triple
T12084863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bergen, Germany |
E287779
|
entity |
| Predicate | hasTwinTown |
P919
|
FINISHED |
| Object |
Bergen, Ireland
Bergen, Ireland is a small settlement in County Donegal known primarily for its twinning relationship with the German town of Bergen.
|
E967488
|
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: Bergen, Ireland | Statement: [Bergen, Germany, hasTwinTown, Bergen, Ireland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bergen, Ireland Context triple: [Bergen, Germany, hasTwinTown, Bergen, Ireland]
-
A.
Ormond, Ireland
Ormond, Ireland is a historic region in southeastern Ireland centered on parts of modern County Tipperary and Kilkenny, long linked to the powerful Anglo-Norman Butler dynasty.
-
B.
Shannon, Ireland
Shannon is a town in County Clare in western Ireland, known for its international airport and its location near the River Shannon and the Shannon Estuary.
-
C.
Ó Cuilinn
Ó Cuilinn is an Irish surname, a Gaelic form historically associated with families whose name was later anglicized as Cullen.
-
D.
Ceantar na nOileán
Ceantar na nOileán is a coastal island district in County Galway, Ireland, known as part of the Connemara Gaeltacht where Irish is still widely spoken.
-
E.
Roscommon, Ireland
Roscommon, Ireland is a town in the west of Ireland that serves as the county town and administrative center of County Roscommon.
- 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: Bergen, Ireland Triple: [Bergen, Germany, hasTwinTown, Bergen, Ireland]
Generated description
Bergen, Ireland is a small settlement in County Donegal known primarily for its twinning relationship with the German town of Bergen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bergen, Ireland Target entity description: Bergen, Ireland is a small settlement in County Donegal known primarily for its twinning relationship with the German town of Bergen.
-
A.
Ormond, Ireland
Ormond, Ireland is a historic region in southeastern Ireland centered on parts of modern County Tipperary and Kilkenny, long linked to the powerful Anglo-Norman Butler dynasty.
-
B.
Shannon, Ireland
Shannon is a town in County Clare in western Ireland, known for its international airport and its location near the River Shannon and the Shannon Estuary.
-
C.
Ó Cuilinn
Ó Cuilinn is an Irish surname, a Gaelic form historically associated with families whose name was later anglicized as Cullen.
-
D.
Ceantar na nOileán
Ceantar na nOileán is a coastal island district in County Galway, Ireland, known as part of the Connemara Gaeltacht where Irish is still widely spoken.
-
E.
Roscommon, Ireland
Roscommon, Ireland is a town in the west of Ireland that serves as the county town and administrative center of County Roscommon.
- 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_69d6ab4964708190850585628b287b0c |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d91513bbb0819084a8bb877e03060c |
completed | April 10, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f666bf1c819089de1235617e775b |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f60335285c819089f69472b2e48130 |
completed | May 2, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60410ce0481908b2deb7522a3ec00 |
completed | May 2, 2026, 2:02 p.m. |
Created at: April 8, 2026, 9:48 p.m.