Triple

T1603302
Position Surface form Disambiguated ID Type / Status
Subject Ashraf Ghani E34442 entity
Predicate workedAs P4325 FINISHED
Object World Bank official
A World Bank official is a professional who works for the World Bank, typically involved in international development, economic policy, and financing projects aimed at reducing poverty and promoting sustainable growth in member countries.
 E42677 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: World Bank official | Statement: [Ashraf Ghani, workedAs, World Bank official]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: World Bank official
Context triple: [Ashraf Ghani, workedAs, World Bank official]
  • A. Senior Vice President of the World Bank
    The Senior Vice President of the World Bank is a top executive leadership role responsible for overseeing major policy, operational, or research functions within the World Bank Group.
  • B. President of the World Bank Group
    The President of the World Bank Group is the chief executive officer responsible for leading the institution’s global development strategy, operations, and overall management.
  • C. Administrator of the United Nations Development Programme
    The Administrator of the United Nations Development Programme is the head of UNDP, responsible for overseeing its global development work and representing the organization within the UN system.
  • D. Managing Director of the International Monetary Fund
    The Managing Director of the International Monetary Fund is the chief executive responsible for overseeing the IMF’s global financial stability, lending programs, and policy advice to member countries.
  • E. World Bank
    The World Bank is an international financial institution that provides loans, grants, and expertise to developing countries to support economic development and reduce poverty.
  • 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: World Bank official
Triple: [Ashraf Ghani, workedAs, World Bank official]
Generated description
A World Bank official is a professional who works for the World Bank, typically involved in international development, economic policy, and financing projects aimed at reducing poverty and promoting sustainable growth in member countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: World Bank official
Target entity description: A World Bank official is a professional who works for the World Bank, typically involved in international development, economic policy, and financing projects aimed at reducing poverty and promoting sustainable growth in member countries.
  • A. Senior Vice President of the World Bank chosen
    The Senior Vice President of the World Bank is a top executive leadership role responsible for overseeing major policy, operational, or research functions within the World Bank Group.
  • B. President of the World Bank Group
    The President of the World Bank Group is the chief executive officer responsible for leading the institution’s global development strategy, operations, and overall management.
  • C. Administrator of the United Nations Development Programme
    The Administrator of the United Nations Development Programme is the head of UNDP, responsible for overseeing its global development work and representing the organization within the UN system.
  • D. Managing Director of the International Monetary Fund
    The Managing Director of the International Monetary Fund is the chief executive responsible for overseeing the IMF’s global financial stability, lending programs, and policy advice to member countries.
  • E. World Bank
    The World Bank is an international financial institution that provides loans, grants, and expertise to developing countries to support economic development and reduce poverty.
  • F. None of above.

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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62292d1c819080b597199dc6b8d5 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46ae8ef08190acf018f1db4bfa7c completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4827c51c8190b07f4e07ba710c9d completed March 8, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad487f5ce08190a72efddc64bd496c completed March 8, 2026, 9:59 a.m.
Created at: March 4, 2026, 7:28 p.m.