Triple
T1990948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Benghazi |
E43249
|
entity |
| Predicate | conflictOf |
P12
|
FINISHED |
| Object | First Libyan Civil War |
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: First Libyan Civil War | Statement: [Battle of Benghazi, conflictOf, First Libyan Civil War]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: First Libyan Civil War Context triple: [Battle of Benghazi, conflictOf, First Libyan Civil War]
-
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.
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.
Chadian–Libyan conflict
The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
-
D.
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.
-
E.
South Sudanese Civil War
The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
- 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_69ae3048a15881909db68dfe7dc7bcf0 |
completed | March 9, 2026, 2:28 a.m. |
Created at: March 4, 2026, 7:37 p.m.