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.