Triple

T11531346
Position Surface form Disambiguated ID Type / Status
Subject weapons of mass destruction intelligence controversy E273428 entity
Predicate relatedTo P37 FINISHED
Object Niger uranium forgeries
The Niger uranium forgeries were fabricated documents falsely suggesting Iraq sought to purchase uranium from Niger, which became a central scandal in the debate over pre-Iraq War weapons of mass destruction intelligence.
E932067 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: Niger uranium forgeries | Statement: [weapons of mass destruction intelligence controversy, relatedTo, Niger uranium forgeries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niger uranium forgeries
Context triple: [weapons of mass destruction intelligence controversy, relatedTo, Niger uranium forgeries]
  • A. Norwegian heavy water sabotage
    The Norwegian heavy water sabotage was a series of World War II commando raids by Norwegian resistance fighters, supported by the Allies, to destroy Nazi Germany’s heavy water production and hinder its atomic bomb program.
  • B. A. Q. Khan proliferation network
    The A. Q. Khan proliferation network was an illicit global operation that covertly supplied nuclear technology, designs, and materials to countries such as Iran, Libya, and North Korea, significantly advancing their nuclear capabilities.
  • C. MAUD Report
    The MAUD Report was a secret 1941 British scientific assessment that concluded an atomic bomb was feasible and helped spur the U.S. Manhattan Project.
  • D. Biogenesis scandal
    The Biogenesis scandal was a major Major League Baseball doping controversy in the early 2010s involving a Florida anti-aging clinic that supplied performance-enhancing drugs to numerous star players, leading to widespread suspensions and renewed scrutiny of PED use in the sport.
  • E. Argentine national nuclear program
    The Argentine national nuclear program is the government-led initiative responsible for developing and managing Argentina’s nuclear energy, research, and technology infrastructure.
  • 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: Niger uranium forgeries
Triple: [weapons of mass destruction intelligence controversy, relatedTo, Niger uranium forgeries]
Generated description
The Niger uranium forgeries were fabricated documents falsely suggesting Iraq sought to purchase uranium from Niger, which became a central scandal in the debate over pre-Iraq War weapons of mass destruction intelligence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niger uranium forgeries
Target entity description: The Niger uranium forgeries were fabricated documents falsely suggesting Iraq sought to purchase uranium from Niger, which became a central scandal in the debate over pre-Iraq War weapons of mass destruction intelligence.
  • A. Norwegian heavy water sabotage
    The Norwegian heavy water sabotage was a series of World War II commando raids by Norwegian resistance fighters, supported by the Allies, to destroy Nazi Germany’s heavy water production and hinder its atomic bomb program.
  • B. A. Q. Khan proliferation network
    The A. Q. Khan proliferation network was an illicit global operation that covertly supplied nuclear technology, designs, and materials to countries such as Iran, Libya, and North Korea, significantly advancing their nuclear capabilities.
  • C. MAUD Report
    The MAUD Report was a secret 1941 British scientific assessment that concluded an atomic bomb was feasible and helped spur the U.S. Manhattan Project.
  • D. Biogenesis scandal
    The Biogenesis scandal was a major Major League Baseball doping controversy in the early 2010s involving a Florida anti-aging clinic that supplied performance-enhancing drugs to numerous star players, leading to widespread suspensions and renewed scrutiny of PED use in the sport.
  • E. Argentine national nuclear program
    The Argentine national nuclear program is the government-led initiative responsible for developing and managing Argentina’s nuclear energy, research, and technology infrastructure.
  • 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_69d6aae3fbec8190a14632a5df2538b6 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8839878948190b170e64629d6f2db completed April 10, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6856341b481909d2ee71893e6117b completed April 20, 2026, 7:58 p.m.
NEDg Description generation batch_69e68fd6b6088190b24f552b5afc3f55 completed April 20, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69e6b7d683448190b7557bffd92b3ad6 completed April 20, 2026, 11:33 p.m.
Created at: April 8, 2026, 9:37 p.m.