Triple
T2164469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marburg, Hesse, Germany |
E46876
|
entity |
| Predicate | twinTown |
P1072
|
FINISHED |
| Object |
Northampton, United Kingdom
Northampton is a large market and industrial town in central England, known historically for its shoe-making industry and its location on the River Nene.
|
E239059
|
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: Northampton, United Kingdom | Statement: [Marburg, Hesse, Germany, twinTown, Northampton, United Kingdom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton, United Kingdom Context triple: [Marburg, Hesse, Germany, twinTown, Northampton, United Kingdom]
-
A.
Chester, United Kingdom
Chester, United Kingdom, is a historic walled city in northwest England known for its well-preserved Roman and medieval architecture and distinctive black-and-white timbered buildings.
-
B.
Bedford, England
Bedford, England is a historic market town and the county town of Bedfordshire in eastern England, known for its riverside setting on the River Great Ouse and its role as a regional commercial and cultural center.
-
C.
Birmingham, United Kingdom
Birmingham, United Kingdom is a major city in England’s West Midlands, known for its industrial heritage, diverse culture, and status as the UK’s second-largest city.
-
D.
Northwood, United Kingdom
Northwood, United Kingdom, is a suburban area in northwest London best known for hosting major military command facilities, including the UK’s primary operational headquarters and NATO maritime command.
-
E.
Norfolk, England
Norfolk, England is a largely rural county in East Anglia known for its flat landscapes, the Norfolk Broads waterways, and the historic city of Norwich.
- 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: Northampton, United Kingdom Triple: [Marburg, Hesse, Germany, twinTown, Northampton, United Kingdom]
Generated description
Northampton is a large market and industrial town in central England, known historically for its shoe-making industry and its location on the River Nene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northampton, United Kingdom Target entity description: Northampton is a large market and industrial town in central England, known historically for its shoe-making industry and its location on the River Nene.
-
A.
Chester, United Kingdom
Chester, United Kingdom, is a historic walled city in northwest England known for its well-preserved Roman and medieval architecture and distinctive black-and-white timbered buildings.
-
B.
Bedford, England
Bedford, England is a historic market town and the county town of Bedfordshire in eastern England, known for its riverside setting on the River Great Ouse and its role as a regional commercial and cultural center.
-
C.
Birmingham, United Kingdom
Birmingham, United Kingdom is a major city in England’s West Midlands, known for its industrial heritage, diverse culture, and status as the UK’s second-largest city.
-
D.
Northwood, United Kingdom
Northwood, United Kingdom, is a suburban area in northwest London best known for hosting major military command facilities, including the UK’s primary operational headquarters and NATO maritime command.
-
E.
Norfolk, England
Norfolk, England is a largely rural county in East Anglia known for its flat landscapes, the Norfolk Broads waterways, and the historic city of Norwich.
- 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_69a88a184cbc8190877791f6552c2484 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe8e1cfc81908adc0357ddfec701 |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58ee18ac81909f02e2c87000365b |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae597198b88190b0253aa121ed35e1 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a02404c819088acf7c592cb2cae |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:45 p.m.