Triple

T7877185
Position Surface form Disambiguated ID Type / Status
Subject Qatar Football Association E182884 entity
Predicate president P8 FINISHED
Object Sheikh Hamad bin Khalifa bin Ahmed Al Thani
Sheikh Hamad bin Khalifa bin Ahmed Al Thani is a Qatari sports administrator best known for leading the country’s football governance and development at the national and international levels.
E702039 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: Sheikh Hamad bin Khalifa bin Ahmed Al Thani | Statement: [Qatar Football Association, president, Sheikh Hamad bin Khalifa bin Ahmed Al Thani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheikh Hamad bin Khalifa bin Ahmed Al Thani
Context triple: [Qatar Football Association, president, Sheikh Hamad bin Khalifa bin Ahmed 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 Hamad Al Thani
    Jassim bin Hamad Al Thani is a Qatari royal and former heir apparent, known as a prominent member of Qatar’s ruling Al Thani family.
  • C. 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.
  • D. Suhaim bin Hamad Al Thani
    Suhaim bin Hamad Al Thani was a Qatari royal and political figure from the ruling Al Thani family, known for his role in the country’s governance during the late 20th century.
  • E. 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.
  • 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: Sheikh Hamad bin Khalifa bin Ahmed Al Thani
Triple: [Qatar Football Association, president, Sheikh Hamad bin Khalifa bin Ahmed Al Thani]
Generated description
Sheikh Hamad bin Khalifa bin Ahmed Al Thani is a Qatari sports administrator best known for leading the country’s football governance and development at the national and international levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheikh Hamad bin Khalifa bin Ahmed Al Thani
Target entity description: Sheikh Hamad bin Khalifa bin Ahmed Al Thani is a Qatari sports administrator best known for leading the country’s football governance and development at the national and international levels.
  • 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 Hamad Al Thani
    Jassim bin Hamad Al Thani is a Qatari royal and former heir apparent, known as a prominent member of Qatar’s ruling Al Thani family.
  • C. 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.
  • D. Suhaim bin Hamad Al Thani
    Suhaim bin Hamad Al Thani was a Qatari royal and political figure from the ruling Al Thani family, known for his role in the country’s governance during the late 20th century.
  • E. 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.
  • 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_69ca828a17248190b46defe758bc5ad3 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39bc07208190aa452cef8ca5b0d6 completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdf9535c48190a73653a773553d01 completed March 31, 2026, 2:52 p.m.
NEDg Description generation batch_69cbe436e20481908b297cd94eafbeec completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc0c32aac081909cdd0d69cacdd27f completed March 31, 2026, 6:02 p.m.
Created at: March 30, 2026, 4:57 p.m.