Triple
T1956589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Vision 2030 |
E42282
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
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.
|
E218497
|
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: Human Capability Development Program | Statement: [Saudi Vision 2030, includesProgram, Human Capability Development Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Human Capability Development Program Context triple: [Saudi Vision 2030, includesProgram, Human Capability Development Program]
-
A.
Vanguard program
The Vanguard program was an early U.S. Navy–run satellite project during the Cold War that aimed to launch some of the first American satellites into Earth orbit as part of the International Geophysical Year.
-
B.
Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
-
C.
Green Proving Ground program
The Green Proving Ground program is a U.S. General Services Administration initiative that evaluates emerging building technologies in federal facilities to improve energy efficiency, reduce environmental impact, and inform wider market adoption.
-
D.
Victory Program
The Victory Program was a comprehensive U.S. military mobilization and production plan developed before America’s entry into World War II to prepare the nation for large-scale global conflict.
-
E.
Civilian Planning and Conduct Capability
The Civilian Planning and Conduct Capability is the European Union’s strategic headquarters responsible for planning, commanding, and overseeing the EU’s civilian crisis management missions abroad.
- 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: Human Capability Development Program Triple: [Saudi Vision 2030, includesProgram, Human Capability Development Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Human Capability Development Program Target entity description: 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.
-
A.
Vanguard program
The Vanguard program was an early U.S. Navy–run satellite project during the Cold War that aimed to launch some of the first American satellites into Earth orbit as part of the International Geophysical Year.
-
B.
Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
-
C.
Green Proving Ground program
The Green Proving Ground program is a U.S. General Services Administration initiative that evaluates emerging building technologies in federal facilities to improve energy efficiency, reduce environmental impact, and inform wider market adoption.
-
D.
Victory Program
The Victory Program was a comprehensive U.S. military mobilization and production plan developed before America’s entry into World War II to prepare the nation for large-scale global conflict.
-
E.
Civilian Planning and Conduct Capability
The Civilian Planning and Conduct Capability is the European Union’s strategic headquarters responsible for planning, commanding, and overseeing the EU’s civilian crisis management missions abroad.
- 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_69a8870eea088190a38781990812a9bc |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb37b4a38819099f98be92be91ade |
completed | March 7, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbca5a7081908f3fa8eaa8f5aa3d |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6bd8e08190a065a89ab3412126 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcee414c8190b1a0574f6bd55602 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.