Triple
T2275221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Directorate-General for Neighbourhood and Enlargement Negotiations |
E50753
|
entity |
| Predicate | appliesToRegion |
P82
|
FINISHED |
| Object |
Southern Neighbourhood
The Southern Neighbourhood is the group of countries in the southern Mediterranean region that are the focus of the European Union’s neighbourhood policy and related cooperation initiatives.
|
E249304
|
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: Southern Neighbourhood | Statement: [Directorate-General for Neighbourhood and Enlargement Negotiations, appliesToRegion, Southern Neighbourhood]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Neighbourhood Context triple: [Directorate-General for Neighbourhood and Enlargement Negotiations, appliesToRegion, Southern Neighbourhood]
-
A.
Upper South
The Upper South is a subregion of the United States generally referring to the northernmost tier of Southern states, often including Kentucky, Virginia, West Virginia, Tennessee, and sometimes parts of neighboring states, distinguished historically and culturally from the Deep South.
-
B.
Southeastern
Southeastern is a British train operating company that runs passenger rail services across southeast London and the counties of Kent and East Sussex.
-
C.
Greater Southwest
Greater Southwest is a cultural and geographic region of North America that encompasses the arid and semi-arid lands of the southwestern United States and northern Mexico, including areas such as Aridoamerica.
-
D.
Mid-South
Mid-South is a cultural and economic region of the south-central United States centered around Memphis and encompassing parts of Tennessee, Mississippi, Arkansas, and nearby areas.
-
E.
South West
South West is a coastal region in the southwestern corner of Western Australia known for its forests, wineries, and popular tourist towns.
- 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: Southern Neighbourhood Triple: [Directorate-General for Neighbourhood and Enlargement Negotiations, appliesToRegion, Southern Neighbourhood]
Generated description
The Southern Neighbourhood is the group of countries in the southern Mediterranean region that are the focus of the European Union’s neighbourhood policy and related cooperation initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Neighbourhood Target entity description: The Southern Neighbourhood is the group of countries in the southern Mediterranean region that are the focus of the European Union’s neighbourhood policy and related cooperation initiatives.
-
A.
Upper South
The Upper South is a subregion of the United States generally referring to the northernmost tier of Southern states, often including Kentucky, Virginia, West Virginia, Tennessee, and sometimes parts of neighboring states, distinguished historically and culturally from the Deep South.
-
B.
Southeastern
Southeastern is a British train operating company that runs passenger rail services across southeast London and the counties of Kent and East Sussex.
-
C.
Greater Southwest
Greater Southwest is a cultural and geographic region of North America that encompasses the arid and semi-arid lands of the southwestern United States and northern Mexico, including areas such as Aridoamerica.
-
D.
Mid-South
Mid-South is a cultural and economic region of the south-central United States centered around Memphis and encompassing parts of Tennessee, Mississippi, Arkansas, and nearby areas.
-
E.
South West
South West is a coastal region in the southwestern corner of Western Australia known for its forests, wineries, and popular tourist towns.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ebaa148190851952567878b3a1 |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71e01860819082bca15c146b9c64 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae727388f48190bbb516e1cc907689 |
completed | March 9, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae733de65c8190941a1e97e140cea2 |
completed | March 9, 2026, 7:14 a.m. |
Created at: March 4, 2026, 7:48 p.m.