Triple

T261837
Position Surface form Disambiguated ID Type / Status
Subject War in Afghanistan (2001–2021) E5556 entity
Predicate majorEvent P259 FINISHED
Object Doha Agreement (2020)
The Doha Agreement (2020) is a peace deal between the United States and the Taliban that outlined the withdrawal of U.S. troops from Afghanistan in exchange for Taliban security guarantees and intra-Afghan negotiations.
E34192 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: Doha Agreement (2020) | Statement: [War in Afghanistan (2001–2021), majorEvent, Doha Agreement (2020)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doha Agreement (2020)
Context triple: [War in Afghanistan (2001–2021), majorEvent, Doha Agreement (2020)]
  • A. Doha Development Agenda
    The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
  • B. Marrakesh Agreement
    The Marrakesh Agreement is the 1994 international treaty that created the World Trade Organization and established the modern framework for global trade rules.
  • C. Madrid Protocol
    The Madrid Protocol is an international treaty that streamlines the process for obtaining and managing trademark protection in multiple countries through a single application.
  • D. Cairo Declaration
    The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
  • E. Marrakesh Agreement Establishing the World Trade Organization
    The Marrakesh Agreement Establishing the World Trade Organization is the 1994 multilateral treaty that created the WTO and set the legal and institutional framework for the modern global trading system.
  • 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: Doha Agreement (2020)
Triple: [War in Afghanistan (2001–2021), majorEvent, Doha Agreement (2020)]
Generated description
The Doha Agreement (2020) is a peace deal between the United States and the Taliban that outlined the withdrawal of U.S. troops from Afghanistan in exchange for Taliban security guarantees and intra-Afghan negotiations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doha Agreement (2020)
Target entity description: The Doha Agreement (2020) is a peace deal between the United States and the Taliban that outlined the withdrawal of U.S. troops from Afghanistan in exchange for Taliban security guarantees and intra-Afghan negotiations.
  • A. Doha Development Agenda
    The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
  • B. Marrakesh Agreement
    The Marrakesh Agreement is the 1994 international treaty that created the World Trade Organization and established the modern framework for global trade rules.
  • C. Madrid Protocol
    The Madrid Protocol is an international treaty that streamlines the process for obtaining and managing trademark protection in multiple countries through a single application.
  • D. Cairo Declaration
    The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
  • E. Marrakesh Agreement Establishing the World Trade Organization
    The Marrakesh Agreement Establishing the World Trade Organization is the 1994 multilateral treaty that created the WTO and set the legal and institutional framework for the modern global trading system.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d7428dc8190ae12b12a21fcc6cb completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a38618a6e4819080e2d8ee3d828af7 completed March 1, 2026, 12:19 a.m.
NEDg Description generation batch_69a387f84b848190abf95906325f7806 completed March 1, 2026, 12:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3884bff5081909785fbc6681bb430 completed March 1, 2026, 12:29 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.