Triple

T9803133
Position Surface form Disambiguated ID Type / Status
Subject Libya Dawn coalition E237888 entity
Predicate involvedIn P149 FINISHED
Object Tripoli conflict (2014)
The Tripoli conflict (2014) was a major episode of fighting in Libya’s capital between rival militias and political factions that marked a key escalation in the country’s post-Gaddafi civil strife.
E820953 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: Tripoli conflict (2014) | Statement: [Libya Dawn coalition, involvedIn, Tripoli conflict (2014)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tripoli conflict (2014)
Context triple: [Libya Dawn coalition, involvedIn, Tripoli conflict (2014)]
  • A. Battle of Tripoli (2011)
    The Battle of Tripoli (2011) was the decisive rebel offensive during the Libyan Civil War that led to the fall of Muammar Gaddafi’s regime and the capture of the capital city.
  • B. Battle of Tripoli (2019–2020)
    The Battle of Tripoli (2019–2020) was a major military offensive in Libya in which forces loyal to General Khalifa Haftar attempted, but ultimately failed, to seize the capital Tripoli from the UN-recognized Government of National Accord.
  • C. Rojava conflict
    The Rojava conflict is a multi-sided armed struggle in northern Syria centered on the Kurdish-led autonomous region of Rojava, involving local militias, Islamist groups, and regional and international powers.
  • D. Misrata militias
    Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
  • 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: Tripoli conflict (2014)
Triple: [Libya Dawn coalition, involvedIn, Tripoli conflict (2014)]
Generated description
The Tripoli conflict (2014) was a major episode of fighting in Libya’s capital between rival militias and political factions that marked a key escalation in the country’s post-Gaddafi civil strife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tripoli conflict (2014)
Target entity description: The Tripoli conflict (2014) was a major episode of fighting in Libya’s capital between rival militias and political factions that marked a key escalation in the country’s post-Gaddafi civil strife.
  • A. Battle of Tripoli (2011)
    The Battle of Tripoli (2011) was the decisive rebel offensive during the Libyan Civil War that led to the fall of Muammar Gaddafi’s regime and the capture of the capital city.
  • B. Battle of Tripoli (2019–2020)
    The Battle of Tripoli (2019–2020) was a major military offensive in Libya in which forces loyal to General Khalifa Haftar attempted, but ultimately failed, to seize the capital Tripoli from the UN-recognized Government of National Accord.
  • C. Rojava conflict
    The Rojava conflict is a multi-sided armed struggle in northern Syria centered on the Kurdish-led autonomous region of Rojava, involving local militias, Islamist groups, and regional and international powers.
  • D. Misrata militias
    Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdab78832481909b184b21a8a46e50 completed April 1, 2026, 11:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c4538760819099ba1e392d31a135 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c5162d8081908fd75276ec77a9f5 completed April 5, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69d1c57c587c8190a6e6de9231aea380 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:29 p.m.