Triple

T16263642
Position Surface form Disambiguated ID Type / Status
Subject Al Thani E394816 entity
Predicate previousHeadOfStateFromFamily P44341 FINISHED
Object Hamad bin Khalifa Al Thani — NE NERFINISHED

How this triple was built (3 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, previousHeadOfStateFromFamily, 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, previousHeadOfStateFromFamily, Hamad bin Khalifa Al Thani]
  • A. Hamad bin Khalifa Al Thani chosen
    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.
  • B. 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.
  • C. 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.
  • D. Khalid bin Hamad Al Thani
    Khalid bin Hamad Al Thani is a Qatari royal and member of the ruling Al Thani family, known for his involvement in motorsports and high-profile public life.
  • E. Hamad bin Jassim bin Hamad Al Thani
    Hamad bin Jassim bin Hamad Al Thani is a Qatari royal and senior member of the ruling House of Thani.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: previousHeadOfStateFromFamily
Context triple: [Al Thani, previousHeadOfStateFromFamily, Hamad bin Khalifa Al Thani]
  • A. previousHeadOfStateTitle
    Indicates that one entity is the official title or designation held by another entity in its role as a former head of state.
  • B. previousHeadOfStateInHistoricalFramework chosen
    Indicates that one entity served as the immediately preceding head of state of another entity within a specified historical framework or period.
  • C. predecessorHeadOfStateRepresentative
    Indicates that one entity previously served as the head-of-state representative immediately before the other entity in a given office or role.
  • D. previousMonarch
    Indicates that one entity served as the monarch immediately before another entity in a succession.
  • E. succeededByAsHeadOfState
    Indicates that one individual directly followed another in the role of head of state.
  • F. None of above.

Provenance (3 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c672248190a4261be4696d52c5 completed April 17, 2026, 2:37 p.m.
PD Predicate disambiguation batch_69e219f259e88190bf49d8408c04178e completed April 17, 2026, 11:30 a.m.
Created at: April 10, 2026, 5:04 a.m.