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.