Triple
T3343274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Thani family |
E70309
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Khalifa bin Hamad Al Thani
Khalifa bin Hamad Al Thani was the Emir of Qatar from 1972 to 1995, overseeing significant modernization and the early development of the country’s vast natural gas resources.
|
E361986
|
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: Khalifa bin Hamad Al Thani | Statement: [Al Thani family, hasMember, Khalifa bin Hamad Al Thani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khalifa bin Hamad Al Thani Context triple: [Al Thani family, hasMember, Khalifa bin Hamad Al Thani]
-
A.
Jassim bin Mohammed Al Thani
Jassim bin Mohammed Al Thani was the founder and first ruler of modern Qatar, regarded as the architect of its independence and national unity.
-
B.
Abdullah bin Jassim Al Thani
Abdullah bin Jassim Al Thani was a prominent ruler of Qatar from the Al Thani dynasty who oversaw the country’s early development under British protection in the first half of the 20th century.
-
C.
Ahmad bin Ali Al Thani
Ahmad bin Ali Al Thani was a former Emir of Qatar who ruled during the mid-20th century and oversaw significant early stages of the country’s modernization and oil-driven development.
-
D.
Emir of Qatar
The Emir of Qatar is the hereditary monarch and head of state of Qatar, wielding significant political, military, and economic authority over the country.
-
E.
Tamim bin Hamad Al Thani
Tamim bin Hamad Al Thani is the Emir of Qatar, a Gulf state ruler known for overseeing the country’s rapid development, assertive foreign policy, and hosting of major global events such as the 2022 FIFA World Cup.
- 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: Khalifa bin Hamad Al Thani Triple: [Al Thani family, hasMember, Khalifa bin Hamad Al Thani]
Generated description
Khalifa bin Hamad Al Thani was the Emir of Qatar from 1972 to 1995, overseeing significant modernization and the early development of the country’s vast natural gas resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khalifa bin Hamad Al Thani Target entity description: Khalifa bin Hamad Al Thani was the Emir of Qatar from 1972 to 1995, overseeing significant modernization and the early development of the country’s vast natural gas resources.
-
A.
Jassim bin Mohammed Al Thani
Jassim bin Mohammed Al Thani was the founder and first ruler of modern Qatar, regarded as the architect of its independence and national unity.
-
B.
Abdullah bin Jassim Al Thani
Abdullah bin Jassim Al Thani was a prominent ruler of Qatar from the Al Thani dynasty who oversaw the country’s early development under British protection in the first half of the 20th century.
-
C.
Ahmad bin Ali Al Thani
Ahmad bin Ali Al Thani was a former Emir of Qatar who ruled during the mid-20th century and oversaw significant early stages of the country’s modernization and oil-driven development.
-
D.
Emir of Qatar
The Emir of Qatar is the hereditary monarch and head of state of Qatar, wielding significant political, military, and economic authority over the country.
-
E.
Tamim bin Hamad Al Thani
Tamim bin Hamad Al Thani is the Emir of Qatar, a Gulf state ruler known for overseeing the country’s rapid development, assertive foreign policy, and hosting of major global events such as the 2022 FIFA World Cup.
- 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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1f06f8c8190a6b7c56ac3f5ff07 |
completed | March 8, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367ebd33c8190956ddf7bc3f0563f |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b36c6dde1c8190ae049bd59fa6101c |
completed | March 13, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36cd255508190847d6e017293558d |
completed | March 13, 2026, 1:48 a.m. |
Created at: March 8, 2026, 3:12 p.m.