Triple

T15218403
Position Surface form Disambiguated ID Type / Status
Subject Michael Froman E363697 entity
Predicate previousWork P9710 FINISHED
Object U.S. sherpa for G8 and G20 summits
The U.S. sherpa for G8 and G20 summits is the senior official responsible for preparing and coordinating the United States’ policy positions and negotiations for meetings of the Group of Eight and Group of Twenty leaders.
E1143970 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: U.S. sherpa for G8 and G20 summits | Statement: [Michael Froman, previousWork, U.S. sherpa for G8 and G20 summits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. sherpa for G8 and G20 summits
Context triple: [Michael Froman, previousWork, U.S. sherpa for G8 and G20 summits]
  • A. G8 summit meetings
    G8 summit meetings are high-level international conferences where leaders of eight major industrialized nations convene to discuss and coordinate on global economic, political, and security issues.
  • B. United States in G20 finance ministers meetings
    The United States in G20 finance ministers meetings is the U.S. delegation responsible for shaping and negotiating the country’s positions on global economic, financial, and monetary policy issues within the G20 framework.
  • C. United Nations Special Envoy for Afghanistan
    The United Nations Special Envoy for Afghanistan is a senior diplomatic role appointed by the UN to lead and coordinate the organization’s political, peace, and mediation efforts in Afghanistan.
  • D. Special Envoy of the President of the United States
    The Special Envoy of the President of the United States is a high-level diplomatic representative appointed by the president to handle specific foreign policy missions or negotiations outside the regular ambassadorial framework.
  • E. UfM Co-presidency
    The UfM Co-presidency is the joint leadership structure of the Union for the Mediterranean, shared between one EU member state and one Southern Mediterranean country to ensure balanced regional governance.
  • 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: U.S. sherpa for G8 and G20 summits
Triple: [Michael Froman, previousWork, U.S. sherpa for G8 and G20 summits]
Generated description
The U.S. sherpa for G8 and G20 summits is the senior official responsible for preparing and coordinating the United States’ policy positions and negotiations for meetings of the Group of Eight and Group of Twenty leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. sherpa for G8 and G20 summits
Target entity description: The U.S. sherpa for G8 and G20 summits is the senior official responsible for preparing and coordinating the United States’ policy positions and negotiations for meetings of the Group of Eight and Group of Twenty leaders.
  • A. G8 summit meetings
    G8 summit meetings are high-level international conferences where leaders of eight major industrialized nations convene to discuss and coordinate on global economic, political, and security issues.
  • B. United States in G20 finance ministers meetings
    The United States in G20 finance ministers meetings is the U.S. delegation responsible for shaping and negotiating the country’s positions on global economic, financial, and monetary policy issues within the G20 framework.
  • C. United Nations Special Envoy for Afghanistan
    The United Nations Special Envoy for Afghanistan is a senior diplomatic role appointed by the UN to lead and coordinate the organization’s political, peace, and mediation efforts in Afghanistan.
  • D. Special Envoy of the President of the United States
    The Special Envoy of the President of the United States is a high-level diplomatic representative appointed by the president to handle specific foreign policy missions or negotiations outside the regular ambassadorial framework.
  • E. UfM Co-presidency
    The UfM Co-presidency is the joint leadership structure of the Union for the Mediterranean, shared between one EU member state and one Southern Mediterranean country to ensure balanced regional governance.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0076f90c481909989befe031a2cae completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed345d58c81908a8fd182c0fe7c15 completed May 9, 2026, 6:25 a.m.
NEDg Description generation batch_69fed7620d948190858c3b4acae0cbf5 completed May 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69fed7d9934c8190bd2d00830e5d33bb completed May 9, 2026, 6:44 a.m.
Created at: April 10, 2026, 3:11 a.m.