Triple

T623505
Position Surface form Disambiguated ID Type / Status
Subject Northern Triangle of Central America E14562 entity
Predicate cooperationFramework P10962 FINISHED
Object Alliance for Prosperity
The Alliance for Prosperity is a regional development and security initiative aimed at addressing the root causes of migration from the Northern Triangle of Central America through economic growth, institutional strengthening, and improved public safety.
E77876 NE FINISHED

How this triple was built (5 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: Alliance for Prosperity | Statement: [Northern Triangle of Central America, cooperationFramework, Alliance for Prosperity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alliance for Prosperity
Context triple: [Northern Triangle of Central America, cooperationFramework, Alliance for Prosperity]
  • A. Alliance for Democracy
    The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
  • B. Alliance
    Alliance was a Continental Navy frigate of the American Revolutionary War, noted for its role in transatlantic operations and engagements against British forces.
  • C. United First
    United First is United Airlines’ premium first-class cabin offered on many domestic and short-haul international flights, featuring enhanced comfort, amenities, and personalized service compared to economy cabins.
  • D. Grand Alliance
    The Grand Alliance was a major European coalition formed in the late 17th century to oppose the expansionist policies of Louis XIV’s France.
  • E. All Progressives Congress
    The All Progressives Congress is a major Nigerian political party that emerged as a leading force in national politics and has produced key figures including President Bola Tinubu.
  • 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: Alliance for Prosperity
Triple: [Northern Triangle of Central America, cooperationFramework, Alliance for Prosperity]
Generated description
The Alliance for Prosperity is a regional development and security initiative aimed at addressing the root causes of migration from the Northern Triangle of Central America through economic growth, institutional strengthening, and improved public safety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alliance for Prosperity
Target entity description: The Alliance for Prosperity is a regional development and security initiative aimed at addressing the root causes of migration from the Northern Triangle of Central America through economic growth, institutional strengthening, and improved public safety.
  • A. Alliance for Democracy
    The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
  • B. Alliance
    Alliance was a Continental Navy frigate of the American Revolutionary War, noted for its role in transatlantic operations and engagements against British forces.
  • C. United First
    United First is United Airlines’ premium first-class cabin offered on many domestic and short-haul international flights, featuring enhanced comfort, amenities, and personalized service compared to economy cabins.
  • D. Grand Alliance
    The Grand Alliance was a major European coalition formed in the late 17th century to oppose the expansionist policies of Louis XIV’s France.
  • E. All Progressives Congress
    The All Progressives Congress is a major Nigerian political party that emerged as a leading force in national politics and has produced key figures including President Bola Tinubu.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: cooperationFramework
Context triple: [Northern Triangle of Central America, cooperationFramework, Alliance for Prosperity]
  • A. coalitionPartnerWith
    Indicates that two entities are formally aligned in a cooperative coalition, sharing goals or actions as partners within that coalition.
  • B. coordinationBody
    Indicates that an entity serves as an organizing or governing body that coordinates the activities, policies, or interactions of other entities.
  • C. frameworkFor
    Indicates that one entity serves as a supporting structure, system, or basis that organizes, guides, or enables the development or functioning of another entity.
  • D. crossBorderCooperationStructure chosen
    Indicates a formal arrangement or framework through which entities from different countries collaborate and coordinate activities across national borders.
  • E. coordinatedWith
    Indicates that two or more entities have worked together in an organized, cooperative manner toward a shared task, goal, or activity.
  • F. None of above.

Provenance (6 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e41753881909f0faed720cc31bc completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a563cc368c8190920e0d84d65a236e completed March 2, 2026, 10:17 a.m.
NEDg Description generation batch_69a5644ac23c8190b4df2a9f96385fe0 completed March 2, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69a564c7011c81908560b563a4cad560 completed March 2, 2026, 10:21 a.m.
PD Predicate disambiguation batch_69a49d0069d0819087c83b608f6fc053 completed March 1, 2026, 8:09 p.m.
Created at: March 1, 2026, 7:35 p.m.