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.