Triple
T3313257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab Maghreb Union |
E69621
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object | Treaty of Marrakesh |
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 Marrakesh | Statement: [Arab Maghreb Union, legalBasis, Treaty of Marrakesh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Treaty of Marrakesh Context triple: [Arab Maghreb Union, legalBasis, Treaty of Marrakesh]
-
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.
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.
-
C.
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.
-
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.
Treaty of Tafna (1837)
The Treaty of Tafna (1837) was an agreement between France and Algerian resistance leader Emir Abdelkader that temporarily halted fighting and recognized his authority over large parts of Algeria during the early French conquest.
- 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_69ad85a0bb048190a5458d2738012d61 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0ef548481908b3aabc7052c70d8 |
completed | March 8, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3f760348190abd8854c369cb41b |
completed | March 12, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:11 p.m.