Triple

T1765580
Position Surface form Disambiguated ID Type / Status
Subject Tuareg rebellions in Mali E38753 entity
Predicate peaceProcess P6065 FINISHED
Object Algiers peace negotiations
The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
E197438 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: Algiers peace negotiations | Statement: [Tuareg rebellions in Mali, peaceProcess, Algiers peace negotiations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Algiers peace negotiations
Context triple: [Tuareg rebellions in Mali, peaceProcess, Algiers peace negotiations]
  • A. 1975 Algiers Agreement
    The 1975 Algiers Agreement was a diplomatic accord between Iran and Iraq that settled border disputes, particularly over the Shatt al-Arab waterway, in an effort to reduce tensions prior to the Iran–Iraq War.
  • B. Evian Accords
    The Evian Accords were the 1962 peace agreements between France and the Algerian National Liberation Front that ended the Algerian War and led to Algeria’s independence.
  • C. Libyan Political Agreement (Skhirat Agreement)
    The Libyan Political Agreement (Skhirat Agreement) is a 2015 UN-brokered accord intended to unify Libya’s rival governments and establish a Government of National Accord to end the country’s political crisis and civil conflict.
  • 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. 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.
  • 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: Algiers peace negotiations
Triple: [Tuareg rebellions in Mali, peaceProcess, Algiers peace negotiations]
Generated description
The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Algiers peace negotiations
Target entity description: The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
  • A. 1975 Algiers Agreement
    The 1975 Algiers Agreement was a diplomatic accord between Iran and Iraq that settled border disputes, particularly over the Shatt al-Arab waterway, in an effort to reduce tensions prior to the Iran–Iraq War.
  • B. Evian Accords
    The Evian Accords were the 1962 peace agreements between France and the Algerian National Liberation Front that ended the Algerian War and led to Algeria’s independence.
  • C. Libyan Political Agreement (Skhirat Agreement)
    The Libyan Political Agreement (Skhirat Agreement) is a 2015 UN-brokered accord intended to unify Libya’s rival governments and establish a Government of National Accord to end the country’s political crisis and civil conflict.
  • 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. 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.
  • 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_69a8862d562481908d7025a1c1f67c0d completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6467c3f08190abc8a06269ede908 completed March 6, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0f37a28819086c35c9f7a07dea9 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada4da6a988190847452139e1c210d completed March 8, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_69ada55d96b88190a4a5c6973d69592d completed March 8, 2026, 4:35 p.m.
Created at: March 4, 2026, 7:31 p.m.