Triple
T1386879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Egyptian Air Force |
E29865
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object |
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.
|
E160669
|
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: Libyan–Egyptian War | Statement: [Egyptian Air Force, conflict, Libyan–Egyptian War]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan–Egyptian War Context triple: [Egyptian Air Force, conflict, Libyan–Egyptian 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.
Cyrenaica campaign
The Cyrenaica campaign was a World War II North African military operation in eastern Libya, marked by rapid British and Commonwealth advances and subsequent Axis counteroffensives in the desert war.
-
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.
Battle of Derna
The Battle of Derna was a key military confrontation in eastern Libya in which rival Islamist factions and forces aligned with the internationally recognized government fought for control of the strategic coastal city of Derna during the Second Libyan Civil War.
-
E.
Second Italo-Ethiopian War
The Second Italo-Ethiopian War was a 1935–1936 conflict in which Fascist Italy invaded and conquered Ethiopia, marking a key episode of interwar imperial aggression and exposing the weakness of the League of Nations.
- 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: Libyan–Egyptian War Triple: [Egyptian Air Force, conflict, Libyan–Egyptian War]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libyan–Egyptian War Target entity description: 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.
-
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.
Cyrenaica campaign
The Cyrenaica campaign was a World War II North African military operation in eastern Libya, marked by rapid British and Commonwealth advances and subsequent Axis counteroffensives in the desert war.
-
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.
Battle of Derna
The Battle of Derna was a key military confrontation in eastern Libya in which rival Islamist factions and forces aligned with the internationally recognized government fought for control of the strategic coastal city of Derna during the Second Libyan Civil War.
-
E.
Second Italo-Ethiopian War
The Second Italo-Ethiopian War was a 1935–1936 conflict in which Fascist Italy invaded and conquered Ethiopia, marking a key episode of interwar imperial aggression and exposing the weakness of the League of Nations.
- 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_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c33b6e108190b6b2bca4ddd97b6c |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde1f08e08190871fd9d539e902c8 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acdf4e74b08190a18df73cca054b28 |
completed | March 8, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace03eabf48190a79b5112fb2a917d |
completed | March 8, 2026, 2:34 a.m. |
Created at: March 1, 2026, 7:59 p.m.