Triple

T862802
Position Surface form Disambiguated ID Type / Status
Subject Conference of the Parties (COP) climate negotiations E18633 entity
Predicate notableOutcome P1706 FINISHED
Object Marrakesh Accords
The Marrakesh Accords are a set of detailed rules and procedures that operationalized the Kyoto Protocol, clarifying how countries measure, report, and meet their greenhouse gas reduction commitments.
E103351 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: Marrakesh Accords | Statement: [Conference of the Parties (COP) climate negotiations, notableOutcome, Marrakesh Accords]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marrakesh Accords
Context triple: [Conference of the Parties (COP) climate negotiations, notableOutcome, Marrakesh Accords]
  • A. 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.
  • B. Madrid Accords
    The Madrid Accords were a 1975 agreement in which Spain agreed to withdraw from Spanish Sahara and transfer its administration to Morocco and Mauritania, paving the way for the territory’s contested annexation.
  • C. Geneva Accords
    The Geneva Accords were a series of 1954 agreements that temporarily divided Vietnam at the 17th parallel and outlined the terms for ending hostilities in the First Indochina War.
  • D. Helsinki Accords
    The Helsinki Accords were a 1975 diplomatic agreement between Western and Eastern bloc countries that aimed to improve relations, recognize post–World War II European borders, and promote human rights during the Cold War.
  • E. Oslo Accords
    The Oslo Accords were a landmark series of agreements in the 1990s between Israel and the Palestine Liberation Organization that established a framework for Palestinian self-governance and aimed to lay the groundwork for a negotiated two-state solution.
  • 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: Marrakesh Accords
Triple: [Conference of the Parties (COP) climate negotiations, notableOutcome, Marrakesh Accords]
Generated description
The Marrakesh Accords are a set of detailed rules and procedures that operationalized the Kyoto Protocol, clarifying how countries measure, report, and meet their greenhouse gas reduction commitments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marrakesh Accords
Target entity description: The Marrakesh Accords are a set of detailed rules and procedures that operationalized the Kyoto Protocol, clarifying how countries measure, report, and meet their greenhouse gas reduction commitments.
  • A. 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.
  • B. Madrid Accords
    The Madrid Accords were a 1975 agreement in which Spain agreed to withdraw from Spanish Sahara and transfer its administration to Morocco and Mauritania, paving the way for the territory’s contested annexation.
  • C. Geneva Accords
    The Geneva Accords were a series of 1954 agreements that temporarily divided Vietnam at the 17th parallel and outlined the terms for ending hostilities in the First Indochina War.
  • D. Helsinki Accords
    The Helsinki Accords were a 1975 diplomatic agreement between Western and Eastern bloc countries that aimed to improve relations, recognize post–World War II European borders, and promote human rights during the Cold War.
  • E. Oslo Accords
    The Oslo Accords were a landmark series of agreements in the 1990s between Israel and the Palestine Liberation Organization that established a framework for Palestinian self-governance and aimed to lay the groundwork for a negotiated two-state solution.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac67d4d481909487d3edb3e46936 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b84b7ac0819089abf39adff96191 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b9c5839c8190ba5fced9f0914b15 completed March 4, 2026, 4:49 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba8f08b08190a448f0334d5e673f completed March 4, 2026, 4:52 a.m.
Created at: March 1, 2026, 7:39 p.m.