Triple

T1412062
Position Surface form Disambiguated ID Type / Status
Subject Arab Maghreb Union E31826 entity
Predicate foundingTreaty P596 FINISHED
Object Treaty of Marrakech
The Treaty of Marrakech is the 1989 international agreement that established the Arab Maghreb Union, a regional organization uniting several North African states for political and economic cooperation.
E162051 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: Treaty of Marrakech | Statement: [Arab Maghreb Union, foundingTreaty, Treaty of Marrakech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treaty of Marrakech
Context triple: [Arab Maghreb Union, foundingTreaty, Treaty of Marrakech]
  • 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. 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.
  • C. Geneva Agreement
    The Geneva Agreement is a key component of the Chapultepec Peace Accords that helped formalize the negotiated end to El Salvador’s civil war and outline political and military reforms.
  • D. 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.
  • E. Lausanne Agreement
    The Lausanne Agreement was a 1932 international accord that revised Germany’s World War I reparations obligations, effectively ending most remaining payments under the Treaty of Versailles.
  • 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: Treaty of Marrakech
Triple: [Arab Maghreb Union, foundingTreaty, Treaty of Marrakech]
Generated description
The Treaty of Marrakech is the 1989 international agreement that established the Arab Maghreb Union, a regional organization uniting several North African states for political and economic cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treaty of Marrakech
Target entity description: The Treaty of Marrakech is the 1989 international agreement that established the Arab Maghreb Union, a regional organization uniting several North African states for political and economic cooperation.
  • 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. 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.
  • C. Geneva Agreement
    The Geneva Agreement is a key component of the Chapultepec Peace Accords that helped formalize the negotiated end to El Salvador’s civil war and outline political and military reforms.
  • D. 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.
  • E. Lausanne Agreement
    The Lausanne Agreement was a 1932 international accord that revised Germany’s World War I reparations obligations, effectively ending most remaining payments under the Treaty of Versailles.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3e3383c81909acb9c6c1c3b817a completed March 1, 2026, 10:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace57ec2d88190b06d0f20e3b52462 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace5fc91d081909b33009d06a38616 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6c10f54819089a4afcf49ef894f completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:59 p.m.