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.