Triple

T11165623
Position Surface form Disambiguated ID Type / Status
Subject United States Assistant Secretaries of State E264151 entity
Predicate oversees P46 FINISHED
Object Bureau of Global Talent Management
The Bureau of Global Talent Management is a U.S. State Department bureau responsible for recruiting, developing, and managing the global workforce of American diplomats and foreign service personnel.
E909395 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: Bureau of Global Talent Management | Statement: [United States Assistant Secretaries of State, oversees, Bureau of Global Talent Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of Global Talent Management
Context triple: [United States Assistant Secretaries of State, oversees, Bureau of Global Talent Management]
  • A. Bureau of Human Resources
    The Bureau of Human Resources is a municipal department in Portland responsible for managing the city government's workforce, including hiring, employee services, and labor relations.
  • B. Appendix Global Talent
    Appendix Global Talent is a section of the UK Immigration Rules that sets out the eligibility criteria and application requirements for individuals seeking a Global Talent visa to work in the United Kingdom.
  • C. Office of Human Capital
    The Office of Human Capital is a division within the Centers for Medicare & Medicaid Services responsible for managing workforce planning, talent acquisition, employee development, and other human resources functions.
  • D. Center for Global Management
    The Center for Global Management is a UCLA Anderson School of Management hub that promotes global business education, research, and experiential learning focused on international markets and cross-border leadership.
  • E. Talent Associates
    Talent Associates was an American television and film production company active in the mid-20th century, known for producing a range of popular and critically acclaimed TV series.
  • 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: Bureau of Global Talent Management
Triple: [United States Assistant Secretaries of State, oversees, Bureau of Global Talent Management]
Generated description
The Bureau of Global Talent Management is a U.S. State Department bureau responsible for recruiting, developing, and managing the global workforce of American diplomats and foreign service personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of Global Talent Management
Target entity description: The Bureau of Global Talent Management is a U.S. State Department bureau responsible for recruiting, developing, and managing the global workforce of American diplomats and foreign service personnel.
  • A. Bureau of Human Resources
    The Bureau of Human Resources is a municipal department in Portland responsible for managing the city government's workforce, including hiring, employee services, and labor relations.
  • B. Appendix Global Talent
    Appendix Global Talent is a section of the UK Immigration Rules that sets out the eligibility criteria and application requirements for individuals seeking a Global Talent visa to work in the United Kingdom.
  • C. Office of Human Capital
    The Office of Human Capital is a division within the Centers for Medicare & Medicaid Services responsible for managing workforce planning, talent acquisition, employee development, and other human resources functions.
  • D. Center for Global Management
    The Center for Global Management is a UCLA Anderson School of Management hub that promotes global business education, research, and experiential learning focused on international markets and cross-border leadership.
  • E. Talent Associates
    Talent Associates was an American television and film production company active in the mid-20th century, known for producing a range of popular and critically acclaimed TV series.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e887293081909830852000d533fa completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e463851a348190a9a8bd1501026d83 completed April 19, 2026, 5:09 a.m.
NEDg Description generation batch_69e46c374ca08190a876ee68dea9b821 completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e4747bc02c81908f0782cf85667f3f completed April 19, 2026, 6:21 a.m.
Created at: April 8, 2026, 9:29 p.m.