Triple

T503622
Position Surface form Disambiguated ID Type / Status
Subject Ajay Banga E10452 entity
Predicate predecessor P97 FINISHED
Object David Malpass
David Malpass is an American economist and former U.S. Treasury official who served as President of the World Bank Group from 2019 to 2023.
 E64941 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: David Malpass | Statement: [Ajay Banga, predecessor, David Malpass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Malpass
Context triple: [Ajay Banga, predecessor, David Malpass]
  • A. William K. Reilly
    William K. Reilly is an American environmental leader and former Administrator of the U.S. Environmental Protection Agency known for his influential role in advancing environmental policy and conservation.
  • B. Jeff Zients
    Jeff Zients is an American businessman and political advisor who serves as the White House Chief of Staff under President Joe Biden.
  • C. Denis McDonough
    Denis McDonough is an American political advisor who served as White House Chief of Staff under President Barack Obama.
  • D. Mark D. Bailey
    Mark D. Bailey is an American diplomat who has served as the United States Ambassador to Hungary.
  • E. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • 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: David Malpass
Triple: [Ajay Banga, predecessor, David Malpass]
Generated description
David Malpass is an American economist and former U.S. Treasury official who served as President of the World Bank Group from 2019 to 2023.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Malpass
Target entity description: David Malpass is an American economist and former U.S. Treasury official who served as President of the World Bank Group from 2019 to 2023.
  • A. William K. Reilly
    William K. Reilly is an American environmental leader and former Administrator of the U.S. Environmental Protection Agency known for his influential role in advancing environmental policy and conservation.
  • B. Jeff Zients
    Jeff Zients is an American businessman and political advisor who serves as the White House Chief of Staff under President Joe Biden.
  • C. Denis McDonough
    Denis McDonough is an American political advisor who served as White House Chief of Staff under President Barack Obama.
  • D. Mark D. Bailey
    Mark D. Bailey is an American diplomat who has served as the United States Ambassador to Hungary.
  • E. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1357738819085eae6c10fa2fca9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a6fa632881908ab09767610e6a37 completed March 1, 2026, 8:52 p.m.
NEDg Description generation batch_69a4a7c98d60819099502bbce8d45943 completed March 1, 2026, 8:55 p.m.
NED2 Entity disambiguation (via description) batch_69a4a8359edc8190a1d8986cb50c457b completed March 1, 2026, 8:57 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.