Triple

T748570
Position Surface form Disambiguated ID Type / Status
Subject James Baker E15395 entity
Predicate notableWork P4 FINISHED
Object Baker Plan for Third World debt
The Baker Plan for Third World debt was a mid-1980s U.S.-led initiative that sought to address the international debt crisis of developing countries by promoting new lending combined with economic reforms rather than outright debt forgiveness.
E88971 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: Baker Plan for Third World debt | Statement: [James Baker, notableWork, Baker Plan for Third World debt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baker Plan for Third World debt
Context triple: [James Baker, notableWork, Baker Plan for Third World debt]
  • A. Third Report on the Public Credit
    Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
  • B. Alliance for Progress
    The Alliance for Progress was a U.S.-led Cold War initiative launched in the early 1960s to promote economic development and social reform in Latin America as a way to counter communist influence.
  • C. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • D. An Agenda for Peace
    An Agenda for Peace is a landmark 1992 United Nations report by Secretary-General Boutros Boutros-Ghali that outlined a comprehensive post–Cold War vision for preventive diplomacy, peacemaking, and peacekeeping.
  • E. Oil-for-Food Programme
    The Oil-for-Food Programme was a United Nations initiative that allowed Iraq to sell limited amounts of oil in order to purchase humanitarian goods while remaining under international sanctions.
  • 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: Baker Plan for Third World debt
Triple: [James Baker, notableWork, Baker Plan for Third World debt]
Generated description
The Baker Plan for Third World debt was a mid-1980s U.S.-led initiative that sought to address the international debt crisis of developing countries by promoting new lending combined with economic reforms rather than outright debt forgiveness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baker Plan for Third World debt
Target entity description: The Baker Plan for Third World debt was a mid-1980s U.S.-led initiative that sought to address the international debt crisis of developing countries by promoting new lending combined with economic reforms rather than outright debt forgiveness.
  • A. Third Report on the Public Credit
    Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
  • B. Alliance for Progress
    The Alliance for Progress was a U.S.-led Cold War initiative launched in the early 1960s to promote economic development and social reform in Latin America as a way to counter communist influence.
  • C. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • D. An Agenda for Peace
    An Agenda for Peace is a landmark 1992 United Nations report by Secretary-General Boutros Boutros-Ghali that outlined a comprehensive post–Cold War vision for preventive diplomacy, peacemaking, and peacekeeping.
  • E. Oil-for-Food Programme
    The Oil-for-Food Programme was a United Nations initiative that allowed Iraq to sell limited amounts of oil in order to purchase humanitarian goods while remaining under international sanctions.
  • 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a62f31888190b80cb0a7220f8d80 completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654e8d80481908505896fb6ead36b completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a655c79044819098e36081b754c9be completed March 3, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69a65638cd5881908b421d9d8a90291b completed March 3, 2026, 3:32 a.m.
Created at: March 1, 2026, 7:37 p.m.