Triple
T12701472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flers, Orne, France |
E303471
|
entity |
| Predicate | hasTwinTown |
P919
|
FINISHED |
| Object |
Ludlow, United Kingdom
Ludlow is a historic market town in Shropshire, England, renowned for its well-preserved medieval architecture, Norman castle, and vibrant food and cultural scene.
|
E998427
|
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: Ludlow, United Kingdom | Statement: [Flers, Orne, France, hasTwinTown, Ludlow, United Kingdom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludlow, United Kingdom Context triple: [Flers, Orne, France, hasTwinTown, Ludlow, United Kingdom]
-
A.
Ryton, United Kingdom
Ryton, United Kingdom is a village near Coventry in the West Midlands, historically known for its major car manufacturing plant that produced various Peugeot models.
-
B.
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.
-
C.
Morley, England
Morley, England is a market town in the City of Leeds metropolitan borough in West Yorkshire, known historically for its textile industry and civic architecture.
-
D.
Slough, United Kingdom
Slough, United Kingdom, is a large town in Berkshire west of London, known historically for its industrial estates, diverse population, and strong transport links including proximity to Heathrow Airport.
-
E.
Litchfield, England
Litchfield, England is a historic English city whose name was adopted by Litchfield County in Connecticut, reflecting the colonial practice of naming New World settlements after Old World locales.
- 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: Ludlow, United Kingdom Triple: [Flers, Orne, France, hasTwinTown, Ludlow, United Kingdom]
Generated description
Ludlow is a historic market town in Shropshire, England, renowned for its well-preserved medieval architecture, Norman castle, and vibrant food and cultural scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludlow, United Kingdom Target entity description: Ludlow is a historic market town in Shropshire, England, renowned for its well-preserved medieval architecture, Norman castle, and vibrant food and cultural scene.
-
A.
Ryton, United Kingdom
Ryton, United Kingdom is a village near Coventry in the West Midlands, historically known for its major car manufacturing plant that produced various Peugeot models.
-
B.
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.
-
C.
Morley, England
Morley, England is a market town in the City of Leeds metropolitan borough in West Yorkshire, known historically for its textile industry and civic architecture.
-
D.
Slough, United Kingdom
Slough, United Kingdom, is a large town in Berkshire west of London, known historically for its industrial estates, diverse population, and strong transport links including proximity to Heathrow Airport.
-
E.
Litchfield, England
Litchfield, England is a historic English city whose name was adopted by Litchfield County in Connecticut, reflecting the colonial practice of naming New World settlements after Old World locales.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961ef65ac8190aedf9ade3a68e24e |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671b27790819085f0f03af33f8f21 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6740129688190b286ce7acb4848c7 |
completed | May 2, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675249d248190933421df49d3a2ab |
completed | May 2, 2026, 10:05 p.m. |
Created at: April 9, 2026, 5:22 p.m.