Triple
T23518376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab Gulf Programme for Development |
E574429
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Prince Talal bin Abdulaziz Al Saud
Prince Talal bin Abdulaziz Al Saud was a Saudi royal and prominent reformist philanthropist known for championing social development, education, and humanitarian initiatives across the Arab world.
|
E1590578
|
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: Prince Talal bin Abdulaziz Al Saud | Statement: [Arab Gulf Programme for Development, foundedBy, Prince Talal bin Abdulaziz Al Saud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prince Talal bin Abdulaziz Al Saud Context triple: [Arab Gulf Programme for Development, foundedBy, Prince Talal bin Abdulaziz Al Saud]
-
A.
Prince Talal bin Hamzah
Prince Talal bin Hamzah is a Jordanian royal and son of Prince Hamzah bin Hussein, belonging to the Hashemite family that rules the Hashemite Kingdom of Jordan.
-
B.
Prince Talal bin Muhammad
Prince Talal bin Muhammad is a Jordanian prince and senior member of the Hashemite royal family who has held various military and diplomatic roles.
-
C.
Prince Nawwaf bin Abdulaziz Al Saud
Prince Nawwaf bin Abdulaziz Al Saud was a senior Saudi royal and statesman who held various governmental and advisory roles within the Kingdom of Saudi Arabia.
-
D.
Prince Mishaal bin Abdulaziz Al Saud
Prince Mishaal bin Abdulaziz Al Saud was a senior Saudi royal and longtime government official who held key positions including Minister of Defense and later chaired the Allegiance Council.
-
E.
Prince Badr bin Abdulaziz Al Saud
Prince Badr bin Abdulaziz Al Saud was a senior Saudi royal and longtime government official who held various key positions within the Kingdom of Saudi Arabia.
- 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: Prince Talal bin Abdulaziz Al Saud Triple: [Arab Gulf Programme for Development, foundedBy, Prince Talal bin Abdulaziz Al Saud]
Generated description
Prince Talal bin Abdulaziz Al Saud was a Saudi royal and prominent reformist philanthropist known for championing social development, education, and humanitarian initiatives across the Arab world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prince Talal bin Abdulaziz Al Saud Target entity description: Prince Talal bin Abdulaziz Al Saud was a Saudi royal and prominent reformist philanthropist known for championing social development, education, and humanitarian initiatives across the Arab world.
-
A.
Prince Talal bin Hamzah
Prince Talal bin Hamzah is a Jordanian royal and son of Prince Hamzah bin Hussein, belonging to the Hashemite family that rules the Hashemite Kingdom of Jordan.
-
B.
Prince Talal bin Muhammad
Prince Talal bin Muhammad is a Jordanian prince and senior member of the Hashemite royal family who has held various military and diplomatic roles.
-
C.
Prince Nawwaf bin Abdulaziz Al Saud
Prince Nawwaf bin Abdulaziz Al Saud was a senior Saudi royal and statesman who held various governmental and advisory roles within the Kingdom of Saudi Arabia.
-
D.
Prince Mishaal bin Abdulaziz Al Saud
Prince Mishaal bin Abdulaziz Al Saud was a senior Saudi royal and longtime government official who held key positions including Minister of Defense and later chaired the Allegiance Council.
-
E.
Prince Badr bin Abdulaziz Al Saud
Prince Badr bin Abdulaziz Al Saud was a senior Saudi royal and longtime government official who held various key positions within the Kingdom of Saudi Arabia.
- 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_69e245bb3dcc8190ba9a2b35972b58d0 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1aa83c538819096bc548e3e0ddbd0 |
completed | April 29, 2026, 6:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf4c6be08190ae3738240cf706ed |
completed | May 19, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_6a0ce1d972a0819084d6914be539c89e |
completed | May 19, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce240e72481908bd827e10835bc23 |
completed | May 19, 2026, 10:20 p.m. |
Created at: April 17, 2026, 6:08 p.m.