Triple

T2822765
Position Surface form Disambiguated ID Type / Status
Subject Pakistan nuclear weapons program E54847 entity
Predicate associatedMissileFamily P23633 FINISHED
Object Ghauri missile series
The Ghauri missile series is a family of Pakistani medium-range ballistic missiles capable of delivering nuclear or conventional warheads, developed with foreign assistance to enhance the country’s strategic deterrent.
E301034 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: Ghauri missile series | Statement: [Pakistan nuclear weapons program, associatedMissileFamily, Ghauri missile series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghauri missile series
Context triple: [Pakistan nuclear weapons program, associatedMissileFamily, Ghauri missile series]
  • A. R-2 missile
    The R-2 missile was an early Soviet short-range ballistic missile, an improved derivative of the German V-2, used primarily for military purposes and high-altitude research in the early Cold War period.
  • B. Buk surface-to-air missile system
    The Buk surface-to-air missile system is a Russian-made, medium-range, mobile air defense platform designed to engage aircraft, cruise missiles, and other aerial threats.
  • C. R-1 missile
    The R-1 missile was an early Soviet short-range ballistic missile closely based on the German V-2, marking the USSR’s first significant step into rocket and missile technology.
  • D. Arrow missile system
    The Arrow missile system is an Israeli-developed, long-range, anti-ballistic missile defense system designed to intercept and destroy incoming ballistic missiles outside the Earth’s atmosphere.
  • E. Scud missiles
    Scud missiles are Soviet-designed short-range ballistic missiles that gained widespread notoriety for their use by Iraq to attack coalition and civilian targets during the Gulf 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: Ghauri missile series
Triple: [Pakistan nuclear weapons program, associatedMissileFamily, Ghauri missile series]
Generated description
The Ghauri missile series is a family of Pakistani medium-range ballistic missiles capable of delivering nuclear or conventional warheads, developed with foreign assistance to enhance the country’s strategic deterrent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghauri missile series
Target entity description: The Ghauri missile series is a family of Pakistani medium-range ballistic missiles capable of delivering nuclear or conventional warheads, developed with foreign assistance to enhance the country’s strategic deterrent.
  • A. R-2 missile
    The R-2 missile was an early Soviet short-range ballistic missile, an improved derivative of the German V-2, used primarily for military purposes and high-altitude research in the early Cold War period.
  • B. Buk surface-to-air missile system
    The Buk surface-to-air missile system is a Russian-made, medium-range, mobile air defense platform designed to engage aircraft, cruise missiles, and other aerial threats.
  • C. R-1 missile
    The R-1 missile was an early Soviet short-range ballistic missile closely based on the German V-2, marking the USSR’s first significant step into rocket and missile technology.
  • D. Arrow missile system
    The Arrow missile system is an Israeli-developed, long-range, anti-ballistic missile defense system designed to intercept and destroy incoming ballistic missiles outside the Earth’s atmosphere.
  • E. Scud missiles
    Scud missiles are Soviet-designed short-range ballistic missiles that gained widespread notoriety for their use by Iraq to attack coalition and civilian targets during the Gulf War.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedMissileFamily
Context triple: [Pakistan nuclear weapons program, associatedMissileFamily, Ghauri missile series]
  • A. associatedWithMissile chosen
    Indicates a relationship in which an entity is connected or linked to a missile, such as through ownership, use, design, deployment, or operational involvement.
  • B. usesMissileSystem
    Indicates that one entity employs or operates a particular missile system as part of its capabilities or actions.
  • C. associatedRocketFamily
    Indicates that one entity is related to or belongs to the same rocket family or rocket lineage as another entity.
  • D. isMilitaryVariantOf
    Indicates that one entity is a military-specific version or adaptation of another, typically civilian or general-purpose, entity.
  • E. spacecraftFamily
    Indicates that one spacecraft belongs to, or is categorized under, a particular family or series of related spacecraft designs.
  • F. None of above.

Provenance (6 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.
Created at: March 6, 2026, 9:59 p.m.