Triple
T3799614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fezzan campaign |
E91654
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Libyan campaign
The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
|
E388991
|
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 campaign | Statement: [Fezzan campaign, relatedTo, Libyan campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan campaign Context triple: [Fezzan campaign, relatedTo, Libyan campaign]
-
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.
Operation Unified Protector in Libya
Operation Unified Protector in Libya was a 2011 NATO-led military intervention enforcing a no-fly zone and protecting civilians during the Libyan civil conflict under a UN mandate.
-
C.
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.
-
D.
Tunisian campaign
The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
-
E.
2011 Libyan Civil War
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.
- 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 campaign Triple: [Fezzan campaign, relatedTo, Libyan campaign]
Generated description
The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libyan campaign Target entity description: The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
-
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.
Operation Unified Protector in Libya
Operation Unified Protector in Libya was a 2011 NATO-led military intervention enforcing a no-fly zone and protecting civilians during the Libyan civil conflict under a UN mandate.
-
C.
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.
-
D.
Tunisian campaign
The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
-
E.
2011 Libyan Civil War
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.
- 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_69aed96354f48190a768966d6bd19b04 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee7a43c408190a54cff649f63e69f |
completed | March 9, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f064471881908b52b2f64e50a83d |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f1fae7ac8190909b05c0d685e377 |
completed | March 14, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f29e5fb48190982ab2844eb8c179 |
completed | March 14, 2026, 5:31 a.m. |
Created at: March 9, 2026, 3:15 p.m.