Triple

T7805218
Position Surface form Disambiguated ID Type / Status
Subject Mahathir Mohamad E180531 entity
Predicate notableFor P22 FINISHED
Object Vision 2020 policy
Vision 2020 policy is a long-term national development blueprint introduced in Malaysia to transform the country into a fully developed and industrialized nation by the year 2020.
E694358 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: Vision 2020 policy | Statement: [Mahathir Mohamad, notableFor, Vision 2020 policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vision 2020 policy
Context triple: [Mahathir Mohamad, notableFor, Vision 2020 policy]
  • A. Vision 2020 for India
    Vision 2020 for India is a developmental roadmap popularized by A.P.J. Abdul Kalam that outlines a strategic vision for transforming India into a developed and prosperous nation by the year 2020.
  • B. Trachoma Control Program
    The Trachoma Control Program is a Carter Center initiative focused on eliminating trachoma, a leading cause of preventable blindness, through community-based treatment, surgery, hygiene promotion, and environmental improvements.
  • C. Goals 2000 initiative
    The Goals 2000 initiative was a major U.S. federal education reform program of the 1990s that sought to raise academic standards nationwide through outcome-based goals and increased accountability for schools.
  • D. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • E. National Urban Health Mission
    The National Urban Health Mission is an Indian government program focused on improving access to quality primary healthcare services for the urban poor, particularly slum dwellers and vulnerable populations in cities.
  • 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: Vision 2020 policy
Triple: [Mahathir Mohamad, notableFor, Vision 2020 policy]
Generated description
Vision 2020 policy is a long-term national development blueprint introduced in Malaysia to transform the country into a fully developed and industrialized nation by the year 2020.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vision 2020 policy
Target entity description: Vision 2020 policy is a long-term national development blueprint introduced in Malaysia to transform the country into a fully developed and industrialized nation by the year 2020.
  • A. Vision 2020 for India
    Vision 2020 for India is a developmental roadmap popularized by A.P.J. Abdul Kalam that outlines a strategic vision for transforming India into a developed and prosperous nation by the year 2020.
  • B. Trachoma Control Program
    The Trachoma Control Program is a Carter Center initiative focused on eliminating trachoma, a leading cause of preventable blindness, through community-based treatment, surgery, hygiene promotion, and environmental improvements.
  • C. Goals 2000 initiative
    The Goals 2000 initiative was a major U.S. federal education reform program of the 1990s that sought to raise academic standards nationwide through outcome-based goals and increased accountability for schools.
  • D. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • E. National Urban Health Mission
    The National Urban Health Mission is an Indian government program focused on improving access to quality primary healthcare services for the urban poor, particularly slum dwellers and vulnerable populations in cities.
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf63838b88190a085756db9ca25c4 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:35 p.m.