Triple

T2822753
Position Surface form Disambiguated ID Type / Status
Subject Pakistan nuclear weapons program E54847 entity
Predicate plutoniumFacility P43538 FINISHED
Object Khushab nuclear complex
The Khushab nuclear complex is a key Pakistani nuclear facility believed to produce weapons-grade plutonium for the country’s nuclear arsenal.
E301033 NE FINISHED

How this triple was built (5 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: Khushab nuclear complex | Statement: [Pakistan nuclear weapons program, plutoniumFacility, Khushab nuclear complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khushab nuclear complex
Context triple: [Pakistan nuclear weapons program, plutoniumFacility, Khushab nuclear complex]
  • A. Dimona nuclear facility
    The Dimona nuclear facility is a highly secretive Israeli nuclear installation widely believed to be central to the country's undeclared nuclear weapons program.
  • B. Onsan National Industrial Complex
    Onsan National Industrial Complex is a major South Korean industrial zone in Ulsan known for its large-scale petrochemical, metal, and heavy manufacturing facilities.
  • C. Artificial Island nuclear complex
    The Artificial Island nuclear complex is a major nuclear power facility in New Jersey that hosts multiple generating stations, including the Hope Creek and Salem nuclear plants, on an artificial island along the Delaware River.
  • D. Sasang Industrial Complex
    Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
  • E. K Reactor
    K Reactor is a decommissioned nuclear production reactor at the Savannah River Site in South Carolina that was used primarily for producing weapons-grade materials during the Cold War.
  • 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: Khushab nuclear complex
Triple: [Pakistan nuclear weapons program, plutoniumFacility, Khushab nuclear complex]
Generated description
The Khushab nuclear complex is a key Pakistani nuclear facility believed to produce weapons-grade plutonium for the country’s nuclear arsenal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khushab nuclear complex
Target entity description: The Khushab nuclear complex is a key Pakistani nuclear facility believed to produce weapons-grade plutonium for the country’s nuclear arsenal.
  • A. Dimona nuclear facility
    The Dimona nuclear facility is a highly secretive Israeli nuclear installation widely believed to be central to the country's undeclared nuclear weapons program.
  • B. Onsan National Industrial Complex
    Onsan National Industrial Complex is a major South Korean industrial zone in Ulsan known for its large-scale petrochemical, metal, and heavy manufacturing facilities.
  • C. Artificial Island nuclear complex
    The Artificial Island nuclear complex is a major nuclear power facility in New Jersey that hosts multiple generating stations, including the Hope Creek and Salem nuclear plants, on an artificial island along the Delaware River.
  • D. Sasang Industrial Complex
    Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
  • E. K Reactor
    K Reactor is a decommissioned nuclear production reactor at the Savannah River Site in South Carolina that was used primarily for producing weapons-grade materials during the Cold War.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: plutoniumFacility
Context triple: [Pakistan nuclear weapons program, plutoniumFacility, Khushab nuclear complex]
  • A. producedPlutoniumFor
    Indicates that one entity generated or manufactured plutonium intended for use by another entity.
  • B. nuclearPowered
    Indicates that something operates using nuclear energy as its primary power source.
  • C. nuclearTestSiteFor
    Indicates that a location serves or served as a site where a particular entity conducts or conducted nuclear weapons testing.
  • D. plutoniumProductionEnded
    Indicates that the process or activity of producing plutonium has come to an end.
  • E. nuclearMaterial
    Indicates that the subject entity is or contains nuclear material, or is directly associated with nuclear substances used for energy, research, or weapons.
  • F. None of above. chosen

Provenance (7 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_69abdf15b7288190a03d1193cc0544a6 completed March 7, 2026, 8:17 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.
PD Predicate disambiguation batch_69abdd08f2f481908c3da8a9c7a00552 completed March 7, 2026, 8:08 a.m.
PDg Predicate description generation batch_69abdf13d2b8819097b8edaaea90dbe2 completed March 7, 2026, 8:17 a.m.
Created at: March 6, 2026, 9:59 p.m.