Triple
T416620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chagai District |
E8005
|
entity |
| Predicate | nuclearProgramAssociation |
P10784
|
FINISHED |
| Object |
Pakistan nuclear weapons program
The Pakistan nuclear weapons program is the country's strategic initiative to develop, test, and maintain a nuclear arsenal, making it one of the world's recognized nuclear-armed states.
|
E54847
|
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: Pakistan nuclear weapons program | Statement: [Chagai District, nuclearProgramAssociation, Pakistan nuclear weapons program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan nuclear weapons program Context triple: [Chagai District, nuclearProgramAssociation, Pakistan nuclear weapons program]
-
A.
Pakistan nuclear tests of 1998
The Pakistan nuclear tests of 1998 were a series of underground detonations that marked Pakistan’s entry into the group of declared nuclear-armed states and triggered regional and global political repercussions.
-
B.
United States nuclear weapons complex
The United States nuclear weapons complex is the nationwide network of laboratories, production plants, and storage facilities responsible for the research, development, maintenance, and dismantlement of the U.S. nuclear arsenal.
-
C.
Kashmir conflict
The Kashmir conflict is a long-running territorial and political dispute primarily between India and Pakistan (with China also involved), centered on the contested Himalayan region of Jammu and Kashmir and marked by militarization, insurgency, and severe human rights concerns.
-
D.
K-25 Project
The K-25 Project was a World War II–era Manhattan Project effort to build and operate a massive gaseous diffusion plant for uranium enrichment in Oak Ridge, Tennessee.
-
E.
Iraq disarmament crisis of the 1990s
The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after 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: Pakistan nuclear weapons program Triple: [Chagai District, nuclearProgramAssociation, Pakistan nuclear weapons program]
Generated description
The Pakistan nuclear weapons program is the country's strategic initiative to develop, test, and maintain a nuclear arsenal, making it one of the world's recognized nuclear-armed states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakistan nuclear weapons program Target entity description: The Pakistan nuclear weapons program is the country's strategic initiative to develop, test, and maintain a nuclear arsenal, making it one of the world's recognized nuclear-armed states.
-
A.
Pakistan nuclear tests of 1998
The Pakistan nuclear tests of 1998 were a series of underground detonations that marked Pakistan’s entry into the group of declared nuclear-armed states and triggered regional and global political repercussions.
-
B.
United States nuclear weapons complex
The United States nuclear weapons complex is the nationwide network of laboratories, production plants, and storage facilities responsible for the research, development, maintenance, and dismantlement of the U.S. nuclear arsenal.
-
C.
Kashmir conflict
The Kashmir conflict is a long-running territorial and political dispute primarily between India and Pakistan (with China also involved), centered on the contested Himalayan region of Jammu and Kashmir and marked by militarization, insurgency, and severe human rights concerns.
-
D.
K-25 Project
The K-25 Project was a World War II–era Manhattan Project effort to build and operate a massive gaseous diffusion plant for uranium enrichment in Oak Ridge, Tennessee.
-
E.
Iraq disarmament crisis of the 1990s
The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nuclearProgramAssociation Context triple: [Chagai District, nuclearProgramAssociation, Pakistan nuclear weapons program]
-
A.
nuclearWeaponsState
Indicates that a state possesses, has developed, or is recognized as having nuclear weapons capabilities.
-
B.
hasNuclearRole
Indicates that an entity participates in, is responsible for, or holds authority related to nuclear activities, functions, or capabilities.
-
C.
hasNuclearWeapons
Indicates that the subject possesses or controls nuclear weapons.
-
D.
nuclearTestSiteFor
chosen
Indicates that a location serves or served as a site where a particular entity conducts or conducted nuclear weapons testing.
-
E.
foreignRelationsManagedBy
Indicates that the responsibility for conducting or overseeing a party’s foreign relations is held by a specified managing entity.
- 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_69a2e7f1d1bc81909cf2dc9754a3c334 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eebde1d881908fb212bfba9d7c67 |
completed | Feb. 28, 2026, 1:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a431dd98dc8190a0020cdbeec5cfbf |
completed | March 1, 2026, 12:32 p.m. |
| NEDg | Description generation | batch_69a43267c1d081908b2036402ce0ec11 |
completed | March 1, 2026, 12:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a432f94a948190a958bba70c2fc806 |
completed | March 1, 2026, 12:37 p.m. |
| PD | Predicate disambiguation | batch_69a2edd1ca148190a66bd8c5aad867d5 |
completed | Feb. 28, 2026, 1:29 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.