Triple
T9106841
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Human Capability Development Program |
E218497
|
entity |
| Predicate | hasStakeholder |
P1553
|
FINISHED |
| Object |
Ministry of Human Resources and Social Development of Saudi Arabia
The Ministry of Human Resources and Social Development of Saudi Arabia is a government body responsible for labor policies, workforce development, and social welfare programs in the Kingdom.
|
E777216
|
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: Ministry of Human Resources and Social Development of Saudi Arabia | Statement: [Human Capability Development Program, hasStakeholder, Ministry of Human Resources and Social Development of Saudi Arabia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Human Resources and Social Development of Saudi Arabia Context triple: [Human Capability Development Program, hasStakeholder, Ministry of Human Resources and Social Development of Saudi Arabia]
-
A.
Ministry of Labour (Oman)
The Ministry of Labour (Oman) is the Omani government body responsible for regulating employment, workforce development, and labor relations within the Sultanate.
-
B.
Ministry of Labour (Bahrain)
The Ministry of Labour (Bahrain) is the Bahraini government body responsible for regulating employment, labor relations, and workforce development in the country.
-
C.
Ministry of Human Resources and Social Security of the People’s Republic of China
The Ministry of Human Resources and Social Security of the People’s Republic of China is a central government agency responsible for national labor policy, employment, social insurance, and human resources administration across the country.
-
D.
Ministry of Economy and Planning of Saudi Arabia
The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.
-
E.
Ministry of Education of Saudi Arabia
The Ministry of Education of Saudi Arabia is the government body responsible for overseeing and regulating the kingdom’s education system, including schools and universities nationwide.
- 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: Ministry of Human Resources and Social Development of Saudi Arabia Triple: [Human Capability Development Program, hasStakeholder, Ministry of Human Resources and Social Development of Saudi Arabia]
Generated description
The Ministry of Human Resources and Social Development of Saudi Arabia is a government body responsible for labor policies, workforce development, and social welfare programs in the Kingdom.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Human Resources and Social Development of Saudi Arabia Target entity description: The Ministry of Human Resources and Social Development of Saudi Arabia is a government body responsible for labor policies, workforce development, and social welfare programs in the Kingdom.
-
A.
Ministry of Labour (Oman)
The Ministry of Labour (Oman) is the Omani government body responsible for regulating employment, workforce development, and labor relations within the Sultanate.
-
B.
Ministry of Labour (Bahrain)
The Ministry of Labour (Bahrain) is the Bahraini government body responsible for regulating employment, labor relations, and workforce development in the country.
-
C.
Ministry of Human Resources and Social Security of the People’s Republic of China
The Ministry of Human Resources and Social Security of the People’s Republic of China is a central government agency responsible for national labor policy, employment, social insurance, and human resources administration across the country.
-
D.
Ministry of Economy and Planning of Saudi Arabia
The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.
-
E.
Ministry of Education of Saudi Arabia
The Ministry of Education of Saudi Arabia is the government body responsible for overseeing and regulating the kingdom’s education system, including schools and universities nationwide.
- 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_69ca83db7448819090d0a5de842ef2ac |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca573da0081909f4afcdb3ac99c53 |
completed | April 1, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d01842c12c81909fdb57b60e2f11f1 |
completed | April 3, 2026, 7:42 p.m. |
| NEDg | Description generation | batch_69d0196766248190aebda80cbd7d1eef |
completed | April 3, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d019d76d2481909118b163ce5713f2 |
completed | April 3, 2026, 7:49 p.m. |
Created at: March 30, 2026, 7:16 p.m.