Triple

T2822742
Position Surface form Disambiguated ID Type / Status
Subject Pakistan nuclear weapons program E54847 entity
Predicate keyScientist P256 FINISHED
Object Abdul Qadeer Khan
Abdul Qadeer Khan is a Pakistani nuclear physicist widely regarded as the architect of Pakistan’s nuclear weapons program and a central figure in global nuclear proliferation controversies.
E301027 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: Abdul Qadeer Khan | Statement: [Pakistan nuclear weapons program, keyScientist, Abdul Qadeer Khan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abdul Qadeer Khan
Context triple: [Pakistan nuclear weapons program, keyScientist, Abdul Qadeer Khan]
  • A. Ali Javan
    Ali Javan was an Iranian-American physicist best known for co-inventing the first gas laser, the helium–neon laser, which became a foundational technology in optics and telecommunications.
  • B. Riazuddin
    Riazuddin was a prominent Pakistani theoretical physicist known for his significant contributions to particle physics and for helping advance high-energy physics research in Pakistan.
  • C. Karim Ahmad Khan
    Karim Ahmad Khan is a British barrister and international lawyer who serves as the Chief Prosecutor of the International Criminal Court, known for his work in international criminal and humanitarian law.
  • D. Abdul Salam Arif
    Abdul Salam Arif was an Iraqi military officer and nationalist politician who served as President of Iraq in the 1960s after helping lead the 1958 revolution that overthrew the monarchy.
  • E. Hassan al-Rashid
    Hassan al-Rashid is a central fictional character in Sebastian Faulks’s contemporary novel "A Week in December," representing the experiences and challenges of a young British Muslim in modern London.
  • 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: Abdul Qadeer Khan
Triple: [Pakistan nuclear weapons program, keyScientist, Abdul Qadeer Khan]
Generated description
Abdul Qadeer Khan is a Pakistani nuclear physicist widely regarded as the architect of Pakistan’s nuclear weapons program and a central figure in global nuclear proliferation controversies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abdul Qadeer Khan
Target entity description: Abdul Qadeer Khan is a Pakistani nuclear physicist widely regarded as the architect of Pakistan’s nuclear weapons program and a central figure in global nuclear proliferation controversies.
  • A. Ali Javan
    Ali Javan was an Iranian-American physicist best known for co-inventing the first gas laser, the helium–neon laser, which became a foundational technology in optics and telecommunications.
  • B. Riazuddin
    Riazuddin was a prominent Pakistani theoretical physicist known for his significant contributions to particle physics and for helping advance high-energy physics research in Pakistan.
  • C. Karim Ahmad Khan
    Karim Ahmad Khan is a British barrister and international lawyer who serves as the Chief Prosecutor of the International Criminal Court, known for his work in international criminal and humanitarian law.
  • D. Abdul Salam Arif
    Abdul Salam Arif was an Iraqi military officer and nationalist politician who served as President of Iraq in the 1960s after helping lead the 1958 revolution that overthrew the monarchy.
  • E. Hassan al-Rashid
    Hassan al-Rashid is a central fictional character in Sebastian Faulks’s contemporary novel "A Week in December," representing the experiences and challenges of a young British Muslim in modern London.
  • 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_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde71fdc08190b18660261fe24adf completed March 7, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceaa45e88190a9007885cf7868ef completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf138c00819087913972df96f5ad completed March 10, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69afcf8d0318819088f9abd895f8ba0a completed March 10, 2026, 8 a.m.
Created at: March 6, 2026, 9:59 p.m.