Triple

T4022489
Position Surface form Disambiguated ID Type / Status
Subject United Nations missions in the Middle East E91309 entity
Predicate relatedTo P37 FINISHED
Object Libyan conflict
The Libyan conflict is a protracted series of civil wars and foreign interventions that erupted after the 2011 uprising against Muammar Gaddafi, leading to rival governments, widespread instability, and a major humanitarian crisis.
E8210 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: Libyan conflict | Statement: [United Nations missions in the Middle East, relatedTo, Libyan conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan conflict
Context triple: [United Nations missions in the Middle East, relatedTo, Libyan conflict]
  • A. 2011 Libyan Civil War
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • B. Second Libyan Civil War
    The Second Libyan Civil War was a multi-sided conflict that erupted after the fall of Muammar Gaddafi, pitting rival governments, militias, and foreign-backed factions against each other and plunging Libya into prolonged instability and violence.
  • C. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • D. Libyan campaign
    The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
  • E. Libyan–Egyptian War
    The Libyan–Egyptian War was a brief 1977 border conflict between Egypt and Libya marked by air strikes, ground clashes, and rapid de-escalation under Arab and international pressure.
  • 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: Libyan conflict
Triple: [United Nations missions in the Middle East, relatedTo, Libyan conflict]
Generated description
The Libyan conflict is a protracted series of civil wars and foreign interventions that erupted after the 2011 uprising against Muammar Gaddafi, leading to rival governments, widespread instability, and a major humanitarian crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan conflict
Target entity description: The Libyan conflict is a protracted series of civil wars and foreign interventions that erupted after the 2011 uprising against Muammar Gaddafi, leading to rival governments, widespread instability, and a major humanitarian crisis.
  • A. 2011 Libyan Civil War
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • B. Second Libyan Civil War chosen
    The Second Libyan Civil War was a multi-sided conflict that erupted after the fall of Muammar Gaddafi, pitting rival governments, militias, and foreign-backed factions against each other and plunging Libya into prolonged instability and violence.
  • C. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • D. Libyan campaign
    The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
  • E. Libyan–Egyptian War
    The Libyan–Egyptian War was a brief 1977 border conflict between Egypt and Libya marked by air strikes, ground clashes, and rapid de-escalation under Arab and international pressure.
  • F. None of above.

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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaccb2f48190a16a1ba6e938da85 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c82a33881908eb1b53331b10791 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d41fa008190972411203c8a07f2 completed March 14, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69b54deeeac881909cc951927e51111f completed March 14, 2026, noon
Created at: March 9, 2026, 3:35 p.m.