Triple

T2131430
Position Surface form Disambiguated ID Type / Status
Subject Libyan Political Agreement E46547 entity
Predicate hasAlias P455 FINISHED
Object Skhirat Agreement
The Skhirat Agreement is a 2015 UN-brokered political deal aimed at ending Libya’s civil conflict by establishing a unified Government of National Accord.
E237894 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: Skhirat Agreement | Statement: [Libyan Political Agreement, hasAlias, Skhirat Agreement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skhirat Agreement
Context triple: [Libyan Political Agreement, hasAlias, Skhirat Agreement]
  • A. Taif Agreement
    The Taif Agreement is the 1989 accord that restructured Lebanon’s political system, ended the Lebanese Civil War, and reasserted the country’s sovereignty with a new power-sharing framework.
  • B. Baghdad Agreement
    The Baghdad Agreement is a diplomatic accord concluded at the Baghdad Conference that outlined regional political and security arrangements among participating Middle Eastern states.
  • 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. Jeddah Agreement of 1970
    The Jeddah Agreement of 1970 was a peace accord that ended the North Yemen Civil War by reconciling royalist and republican factions and consolidating the Yemen Arab Republic.
  • E. Arab Collective Security Pact
    The Arab Collective Security Pact is a 1950 treaty among Arab League member states establishing mutual defense commitments and frameworks for political and military cooperation in the region.
  • 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: Skhirat Agreement
Triple: [Libyan Political Agreement, hasAlias, Skhirat Agreement]
Generated description
The Skhirat Agreement is a 2015 UN-brokered political deal aimed at ending Libya’s civil conflict by establishing a unified Government of National Accord.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skhirat Agreement
Target entity description: The Skhirat Agreement is a 2015 UN-brokered political deal aimed at ending Libya’s civil conflict by establishing a unified Government of National Accord.
  • A. Taif Agreement
    The Taif Agreement is the 1989 accord that restructured Lebanon’s political system, ended the Lebanese Civil War, and reasserted the country’s sovereignty with a new power-sharing framework.
  • B. Baghdad Agreement
    The Baghdad Agreement is a diplomatic accord concluded at the Baghdad Conference that outlined regional political and security arrangements among participating Middle Eastern states.
  • 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. Jeddah Agreement of 1970
    The Jeddah Agreement of 1970 was a peace accord that ended the North Yemen Civil War by reconciling royalist and republican factions and consolidating the Yemen Arab Republic.
  • E. Arab Collective Security Pact
    The Arab Collective Security Pact is a 1950 treaty among Arab League member states establishing mutual defense commitments and frameworks for political and military cooperation in the region.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb79f21881909ad8d1a09c1f29fd completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a82a7c8190bc6737034d01f176 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae528634608190bf10e3abf5a2c2d9 completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae536431bc8190b9f293d74046cb27 completed March 9, 2026, 4:58 a.m.
Created at: March 4, 2026, 7:44 p.m.