Triple

T3799614
Position Surface form Disambiguated ID Type / Status
Subject Fezzan campaign E91654 entity
Predicate relatedTo P37 FINISHED
Object 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.
E388991 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 campaign | Statement: [Fezzan campaign, relatedTo, Libyan campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan campaign
Context triple: [Fezzan campaign, relatedTo, Libyan campaign]
  • A. 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.
  • B. Operation Unified Protector in Libya
    Operation Unified Protector in Libya was a 2011 NATO-led military intervention enforcing a no-fly zone and protecting civilians during the Libyan civil conflict under a UN mandate.
  • C. 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.
  • D. Tunisian campaign
    The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
  • E. 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.
  • 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 campaign
Triple: [Fezzan campaign, relatedTo, Libyan campaign]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan campaign
Target entity description: 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.
  • A. 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.
  • B. Operation Unified Protector in Libya
    Operation Unified Protector in Libya was a 2011 NATO-led military intervention enforcing a no-fly zone and protecting civilians during the Libyan civil conflict under a UN mandate.
  • C. 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.
  • D. Tunisian campaign
    The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
  • E. 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.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7a43c408190a54cff649f63e69f completed March 9, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f064471881908b52b2f64e50a83d completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f1fae7ac8190909b05c0d685e377 completed March 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b4f29e5fb48190982ab2844eb8c179 completed March 14, 2026, 5:31 a.m.
Created at: March 9, 2026, 3:15 p.m.