Triple
T15947009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banchory |
E386709
|
entity |
| Predicate | hasTwinning |
P919
|
FINISHED |
| Object |
Bréchin, France (check: example – may not be accurate)
Bréchin, France is presumably a French town that is (or is suggested to be) twinned with the Scottish town of Banchory.
|
E1184294
|
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: Bréchin, France (check: example – may not be accurate) | Statement: [Banchory, hasTwinning, Bréchin, France (check: example – may not be accurate)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bréchin, France (check: example – may not be accurate) Context triple: [Banchory, hasTwinning, Bréchin, France (check: example – may not be accurate)]
-
A.
Villeblevin, France
Villeblevin, France is a small commune in north-central France best known as the place where Nobel Prize–winning writer Albert Camus died in a car accident.
-
B.
Croix, France
Croix, France is a suburban commune in the Nord department of northern France, located near Lille in the Hauts-de-France region.
-
C.
Broglie, Eure, France
Broglie is a small commune in the Eure department of Normandy in northern France, historically notable as the birthplace of physicist Augustin-Jean Fresnel.
-
D.
Le Croisic, France
Le Croisic, France is a small historic fishing port and seaside resort town on the Atlantic coast of western France, known for its scenic coastline and maritime heritage.
-
E.
Brest, Brittany
Brest, Brittany is a major French naval port and maritime city in western France, known as a key base for the country's strategic submarine forces.
- 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: Bréchin, France (check: example – may not be accurate) Triple: [Banchory, hasTwinning, Bréchin, France (check: example – may not be accurate)]
Generated description
Bréchin, France is presumably a French town that is (or is suggested to be) twinned with the Scottish town of Banchory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bréchin, France (check: example – may not be accurate) Target entity description: Bréchin, France is presumably a French town that is (or is suggested to be) twinned with the Scottish town of Banchory.
-
A.
Villeblevin, France
Villeblevin, France is a small commune in north-central France best known as the place where Nobel Prize–winning writer Albert Camus died in a car accident.
-
B.
Croix, France
Croix, France is a suburban commune in the Nord department of northern France, located near Lille in the Hauts-de-France region.
-
C.
Broglie, Eure, France
Broglie is a small commune in the Eure department of Normandy in northern France, historically notable as the birthplace of physicist Augustin-Jean Fresnel.
-
D.
Le Croisic, France
Le Croisic, France is a small historic fishing port and seaside resort town on the Atlantic coast of western France, known for its scenic coastline and maritime heritage.
-
E.
Brest, Brittany
Brest, Brittany is a major French naval port and maritime city in western France, known as a key base for the country's strategic submarine forces.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156d1a4c08190afc325491ba38870 |
completed | April 16, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5c0c8a481908aa7a40bca15e38e |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb6d3bc6c81909e4bbedeea557615 |
completed | May 9, 2026, 10:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb7364cf88190b0930af7768dc429 |
completed | May 9, 2026, 10:37 p.m. |
Created at: April 10, 2026, 4:53 a.m.