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.