Triple

T15833259
Position Surface form Disambiguated ID Type / Status
Subject New Southbound Policy E383922 entity
Predicate hasComponentProgram P17453 FINISHED
Object New Southbound Talent Development Program
The New Southbound Talent Development Program is an initiative under Taiwan’s New Southbound Policy that focuses on cultivating educational, professional, and people-to-people exchanges with partner countries in South and Southeast Asia, as well as Australia and New Zealand.
E1180745 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: New Southbound Talent Development Program | Statement: [New Southbound Policy, hasComponentProgram, New Southbound Talent Development Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Southbound Talent Development Program
Context triple: [New Southbound Policy, hasComponentProgram, New Southbound Talent Development Program]
  • A. Human Capability Development Program
    The Human Capability Development Program is a Saudi national initiative focused on enhancing citizens’ skills, education, and employability to support the country’s long-term economic and social transformation.
  • B. Meritorious Commissioning Program
    The Meritorious Commissioning Program was a United States Marine Corps initiative that allowed outstanding enlisted Marines to earn a commission as officers based on exceptional performance and leadership potential rather than traditional commissioning routes.
  • C. McIntire-Stennis Program
    The McIntire-Stennis Program is a U.S. federal initiative that funds forestry research and graduate education at land-grant and related universities to support sustainable forest management and policy.
  • D. Young Leaders program
    The Young Leaders program is a youth-focused initiative of Robert F. Kennedy Human Rights that cultivates emerging leaders committed to advancing human rights and social justice.
  • E. New Agent Training Program
    The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
  • 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: New Southbound Talent Development Program
Triple: [New Southbound Policy, hasComponentProgram, New Southbound Talent Development Program]
Generated description
The New Southbound Talent Development Program is an initiative under Taiwan’s New Southbound Policy that focuses on cultivating educational, professional, and people-to-people exchanges with partner countries in South and Southeast Asia, as well as Australia and New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Southbound Talent Development Program
Target entity description: The New Southbound Talent Development Program is an initiative under Taiwan’s New Southbound Policy that focuses on cultivating educational, professional, and people-to-people exchanges with partner countries in South and Southeast Asia, as well as Australia and New Zealand.
  • A. Human Capability Development Program
    The Human Capability Development Program is a Saudi national initiative focused on enhancing citizens’ skills, education, and employability to support the country’s long-term economic and social transformation.
  • B. Meritorious Commissioning Program
    The Meritorious Commissioning Program was a United States Marine Corps initiative that allowed outstanding enlisted Marines to earn a commission as officers based on exceptional performance and leadership potential rather than traditional commissioning routes.
  • C. McIntire-Stennis Program
    The McIntire-Stennis Program is a U.S. federal initiative that funds forestry research and graduate education at land-grant and related universities to support sustainable forest management and policy.
  • D. Young Leaders program
    The Young Leaders program is a youth-focused initiative of Robert F. Kennedy Human Rights that cultivates emerging leaders committed to advancing human rights and social justice.
  • E. New Agent Training Program
    The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e6670d48190a456581dd951f168 completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa135be84819084f7c20c2bc01b47 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa5623dd08190b7332d3aa4e90c18 completed May 9, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5c23e6481908c9c1d1ca5253be4 completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:49 a.m.