Triple

T6989781
Position Surface form Disambiguated ID Type / Status
Subject Arab Maghreb Union E162055 entity
Predicate foundingTreaty P596 FINISHED
Object Treaty of Marrakech E162051 NE FINISHED

How this triple was built (2 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. Treaty of Marrakech chosen
    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.
  • 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. Treaty of Fez
    The Treaty of Fez was a 1912 agreement that made Morocco a French protectorate, marking the beginning of formal French colonial rule over the country.
  • D. 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.
  • E. Franco-Tunisian Treaty of Bardo
    The Franco-Tunisian Treaty of Bardo was an 1881 agreement that established the French protectorate over Tunisia, marking the beginning of formal French colonial rule in the country.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68856d7808190ab33ee914640281b completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbbee0e881909f78370856594cd6 completed March 27, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a110ca08190be2aa78948379495 completed March 28, 2026, 5:41 a.m.
Created at: March 27, 2026, 2:32 p.m.