Triple
T8328737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Age of Deception: Nuclear Diplomacy in Treacherous Times |
E195022
|
entity |
| Predicate | discusses |
P450
|
FINISHED |
| Object |
Iran nuclear program
The Iran nuclear program is a long-running and controversial initiative encompassing Iran’s efforts to develop nuclear technology, which has sparked international concern, sanctions, and protracted diplomatic negotiations over its potential military dimensions.
|
E725300
|
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: Iran nuclear program | Statement: [The Age of Deception: Nuclear Diplomacy in Treacherous Times, discusses, Iran nuclear program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iran nuclear program Context triple: [The Age of Deception: Nuclear Diplomacy in Treacherous Times, discusses, Iran nuclear program]
-
A.
Iran nuclear deal (Joint Comprehensive Plan of Action)
The Iran nuclear deal, formally known as the Joint Comprehensive Plan of Action, is a 2015 agreement between Iran and major world powers aimed at limiting Iran’s nuclear program in exchange for sanctions relief.
-
B.
Iranian ballistic missile program
The Iranian ballistic missile program is Iran’s long-running effort to develop, test, and deploy a range of short-, medium-, and long-range missiles that has become a central focus of international security concerns and sanctions.
-
C.
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.
-
D.
North Korean nuclear weapons program
The North Korean nuclear weapons program is the secretive and heavily militarized effort by the Democratic People’s Republic of Korea to develop, test, and deploy nuclear warheads and delivery systems in defiance of international sanctions and nonproliferation norms.
-
E.
Iran–United States relations
Iran–United States relations encompass the historically tense and often adversarial diplomatic, political, and economic interactions between the Islamic Republic of Iran and the United States, shaped by events such as the 1953 coup, the 1979 revolution, and ongoing disputes over nuclear and regional policies.
- 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: Iran nuclear program Triple: [The Age of Deception: Nuclear Diplomacy in Treacherous Times, discusses, Iran nuclear program]
Generated description
The Iran nuclear program is a long-running and controversial initiative encompassing Iran’s efforts to develop nuclear technology, which has sparked international concern, sanctions, and protracted diplomatic negotiations over its potential military dimensions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iran nuclear program Target entity description: The Iran nuclear program is a long-running and controversial initiative encompassing Iran’s efforts to develop nuclear technology, which has sparked international concern, sanctions, and protracted diplomatic negotiations over its potential military dimensions.
-
A.
Iran nuclear deal (Joint Comprehensive Plan of Action)
The Iran nuclear deal, formally known as the Joint Comprehensive Plan of Action, is a 2015 agreement between Iran and major world powers aimed at limiting Iran’s nuclear program in exchange for sanctions relief.
-
B.
Iranian ballistic missile program
The Iranian ballistic missile program is Iran’s long-running effort to develop, test, and deploy a range of short-, medium-, and long-range missiles that has become a central focus of international security concerns and sanctions.
-
C.
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.
-
D.
North Korean nuclear weapons program
The North Korean nuclear weapons program is the secretive and heavily militarized effort by the Democratic People’s Republic of Korea to develop, test, and deploy nuclear warheads and delivery systems in defiance of international sanctions and nonproliferation norms.
-
E.
Iran–United States relations
Iran–United States relations encompass the historically tense and often adversarial diplomatic, political, and economic interactions between the Islamic Republic of Iran and the United States, shaped by events such as the 1953 coup, the 1979 revolution, and ongoing disputes over nuclear and regional policies.
- 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_69ca82e87f2c8190bdb71ee29dfc642d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f8243288190b1ae74d69395fc91 |
completed | March 31, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95c2c36481909793e9cd0c28168a |
completed | April 1, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69cdab60ec308190a9001f9235e556b4 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2e3457c8190a2d0cb6eeb81c9ef |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:56 p.m.