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.