Triple

T9803119
Position Surface form Disambiguated ID Type / Status
Subject Libya Dawn coalition E237888 entity
Predicate notableOperation P2336 FINISHED
Object Battle for Tripoli International Airport (2014)
The Battle for Tripoli International Airport (2014) was a major armed confrontation during Libya’s post-revolution civil conflict, in which rival militias fought for control of the country’s main international air hub and a key strategic asset in the capital.
E820951 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: Battle for Tripoli International Airport (2014) | Statement: [Libya Dawn coalition, notableOperation, Battle for Tripoli International Airport (2014)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle for Tripoli International Airport (2014)
Context triple: [Libya Dawn coalition, notableOperation, Battle for Tripoli International Airport (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. 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.
  • D. Battle of Sirte (2016)
    The Battle of Sirte (2016) was a major military campaign in the Second Libyan Civil War in which forces aligned with Libya’s UN-backed Government of National Accord, supported by U.S. airstrikes, fought to expel Islamic State militants from the coastal city of Sirte.
  • E. Battle of Tal Afar (2017)
    The Battle of Tal Afar (2017) was an Iraqi-led offensive, supported by coalition forces, to recapture the strategic city of Tal Afar from the Islamic State shortly after the liberation of Mosul.
  • 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: Battle for Tripoli International Airport (2014)
Triple: [Libya Dawn coalition, notableOperation, Battle for Tripoli International Airport (2014)]
Generated description
The Battle for Tripoli International Airport (2014) was a major armed confrontation during Libya’s post-revolution civil conflict, in which rival militias fought for control of the country’s main international air hub and a key strategic asset in the capital.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle for Tripoli International Airport (2014)
Target entity description: The Battle for Tripoli International Airport (2014) was a major armed confrontation during Libya’s post-revolution civil conflict, in which rival militias fought for control of the country’s main international air hub and a key strategic asset in the capital.
  • 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. 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.
  • D. Battle of Sirte (2016)
    The Battle of Sirte (2016) was a major military campaign in the Second Libyan Civil War in which forces aligned with Libya’s UN-backed Government of National Accord, supported by U.S. airstrikes, fought to expel Islamic State militants from the coastal city of Sirte.
  • E. Battle of Tal Afar (2017)
    The Battle of Tal Afar (2017) was an Iraqi-led offensive, supported by coalition forces, to recapture the strategic city of Tal Afar from the Islamic State shortly after the liberation of Mosul.
  • 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.