Triple
T9106842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Human Capability Development Program |
E218497
|
entity |
| Predicate | hasStakeholder |
P1553
|
FINISHED |
| Object |
Human Resources Development Fund (HRDF) of Saudi Arabia
The Human Resources Development Fund (HRDF) of Saudi Arabia is a government institution that supports the development, training, and employment of Saudi nationals in the labor market through funding and incentive programs.
|
E777217
|
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 Resources Development Fund (HRDF) of Saudi Arabia | Statement: [Human Capability Development Program, hasStakeholder, Human Resources Development Fund (HRDF) of Saudi Arabia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Human Resources Development Fund (HRDF) of Saudi Arabia Context triple: [Human Capability Development Program, hasStakeholder, Human Resources Development Fund (HRDF) of Saudi Arabia]
-
A.
Saudi Fund for Development
The Saudi Fund for Development is Saudi Arabia’s official development finance institution, providing concessional loans and grants to support economic and social development projects in developing countries.
-
B.
Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
-
C.
Royal Commission for Jubail and Yanbu
The Royal Commission for Jubail and Yanbu is a Saudi government authority responsible for planning, developing, and managing the major industrial cities of Jubail and Yanbu.
-
D.
Abu Dhabi Fund for Development
The Abu Dhabi Fund for Development is a government-owned financial institution of the United Arab Emirates that provides concessional loans and development assistance to support economic and social projects in developing countries.
-
E.
Qatar Fund for Development
Qatar Fund for Development is Qatar’s state development agency that provides foreign aid and financing for humanitarian, educational, and economic development projects in partner countries worldwide.
- 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 Resources Development Fund (HRDF) of Saudi Arabia Triple: [Human Capability Development Program, hasStakeholder, Human Resources Development Fund (HRDF) of Saudi Arabia]
Generated description
The Human Resources Development Fund (HRDF) of Saudi Arabia is a government institution that supports the development, training, and employment of Saudi nationals in the labor market through funding and incentive programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Human Resources Development Fund (HRDF) of Saudi Arabia Target entity description: The Human Resources Development Fund (HRDF) of Saudi Arabia is a government institution that supports the development, training, and employment of Saudi nationals in the labor market through funding and incentive programs.
-
A.
Saudi Fund for Development
The Saudi Fund for Development is Saudi Arabia’s official development finance institution, providing concessional loans and grants to support economic and social development projects in developing countries.
-
B.
Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
-
C.
Royal Commission for Jubail and Yanbu
The Royal Commission for Jubail and Yanbu is a Saudi government authority responsible for planning, developing, and managing the major industrial cities of Jubail and Yanbu.
-
D.
Abu Dhabi Fund for Development
The Abu Dhabi Fund for Development is a government-owned financial institution of the United Arab Emirates that provides concessional loans and development assistance to support economic and social projects in developing countries.
-
E.
Qatar Fund for Development
Qatar Fund for Development is Qatar’s state development agency that provides foreign aid and financing for humanitarian, educational, and economic development projects in partner countries worldwide.
- 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.