Triple
T1990974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Benghazi |
E43249
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object | NATO-led intervention in Libya |
E6456
|
NE FINISHED |
How this triple was built (2 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: NATO-led intervention in Libya | Statement: [Battle of Benghazi, followedBy, NATO-led intervention in Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO-led intervention in Libya Context triple: [Battle of Benghazi, followedBy, NATO-led intervention in Libya]
-
A.
Pacification of Libya
The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
-
B.
2011 Libyan Civil War
chosen
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.
-
C.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
D.
Russian military intervention in Syria
The Russian military intervention in Syria is a campaign launched in 2015 in support of the Syrian government, involving extensive airstrikes and military assistance that significantly shifted the balance of the Syrian Civil War.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88714cf2c819081644be450b8356e |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8451fe8819093531052f4533c36 |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0338631c8190a8c7e5177ac473a8 |
completed | March 8, 2026, 11:16 p.m. |
Created at: March 4, 2026, 7:37 p.m.