Triple

T3343275
Position Surface form Disambiguated ID Type / Status
Subject Al Thani family E70309 entity
Predicate hasMember P10 FINISHED
Object Hamad bin Khalifa Al Thani
Hamad bin Khalifa Al Thani is the former Emir of Qatar who ruled from 1995 to 2013 and oversaw the country’s rapid economic development and rising international influence.
E364070 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: Hamad bin Khalifa Al Thani | Statement: [Al Thani family, hasMember, Hamad bin Khalifa Al Thani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamad bin Khalifa Al Thani
Context triple: [Al Thani family, hasMember, Hamad bin Khalifa Al Thani]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Hamad bin Khalifa Al Thani
Triple: [Al Thani family, hasMember, Hamad bin Khalifa Al Thani]
Generated description
Hamad bin Khalifa Al Thani is the former Emir of Qatar who ruled from 1995 to 2013 and oversaw the country’s rapid economic development and rising international influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamad bin Khalifa Al Thani
Target entity description: Hamad bin Khalifa Al Thani is the former Emir of Qatar who ruled from 1995 to 2013 and oversaw the country’s rapid economic development and rising international influence.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69b37394eeb48190aeded149cc84b2f1 completed March 13, 2026, 2:16 a.m.
NEDg Description generation batch_69b3754285bc8190ac1ea0fc8fcd2793 completed March 13, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69b376382ad48190bc3bacae152d7ba5 completed March 13, 2026, 2:28 a.m.
Created at: March 8, 2026, 3:12 p.m.