Triple
T10303460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Zawiya (2011) |
E241689
|
entity |
| Predicate | relatedEvent |
P37
|
FINISHED |
| Object |
First Battle of Brega (2011)
The First Battle of Brega (2011) was an early and strategically important clash between Libyan government forces and rebel fighters during the 2011 Libyan Civil War, centered on control of the key oil port town of Brega.
|
E854164
|
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: First Battle of Brega (2011) | Statement: [Battle of Zawiya (2011), relatedEvent, First Battle of Brega (2011)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: First Battle of Brega (2011) Context triple: [Battle of Zawiya (2011), relatedEvent, First Battle of Brega (2011)]
-
A.
Battle of Zawiya (2011)
The Battle of Zawiya (2011) was a key early engagement in the Libyan Civil War in which rebel forces fought to seize and hold the strategic city of Zawiya from Muammar Gaddafi’s government troops.
-
B.
Battle of Benghazi (2011)
The Battle of Benghazi (2011) was a key early confrontation in the Libyan Civil War in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
-
C.
Battle of Misrata
The Battle of Misrata was a major and prolonged urban confrontation during the 2011 Libyan Civil War, in which rebel forces defended the strategic coastal city of Misrata against sustained attacks by Muammar Gaddafi’s troops.
-
D.
Battle of Sirte (2011)
The Battle of Sirte (2011) was a major and decisive confrontation in the Libyan Civil War in which anti-Gaddafi forces captured Muammar Gaddafi’s hometown, leading directly to his capture and death and marking the effective end of his regime.
-
E.
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.
- 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: First Battle of Brega (2011) Triple: [Battle of Zawiya (2011), relatedEvent, First Battle of Brega (2011)]
Generated description
The First Battle of Brega (2011) was an early and strategically important clash between Libyan government forces and rebel fighters during the 2011 Libyan Civil War, centered on control of the key oil port town of Brega.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: First Battle of Brega (2011) Target entity description: The First Battle of Brega (2011) was an early and strategically important clash between Libyan government forces and rebel fighters during the 2011 Libyan Civil War, centered on control of the key oil port town of Brega.
-
A.
Battle of Zawiya (2011)
The Battle of Zawiya (2011) was a key early engagement in the Libyan Civil War in which rebel forces fought to seize and hold the strategic city of Zawiya from Muammar Gaddafi’s government troops.
-
B.
Battle of Benghazi (2011)
The Battle of Benghazi (2011) was a key early confrontation in the Libyan Civil War in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
-
C.
Battle of Misrata
The Battle of Misrata was a major and prolonged urban confrontation during the 2011 Libyan Civil War, in which rebel forces defended the strategic coastal city of Misrata against sustained attacks by Muammar Gaddafi’s troops.
-
D.
Battle of Sirte (2011)
The Battle of Sirte (2011) was a major and decisive confrontation in the Libyan Civil War in which anti-Gaddafi forces captured Muammar Gaddafi’s hometown, leading directly to his capture and death and marking the effective end of his regime.
-
E.
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.
- 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_69d381ac38808190a8ca7457c85b625b |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d30846108190875042ab1c0204e0 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d4f6c30819098bcdc77ba1836c3 |
completed | April 9, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69d73185266481909e79eddc33469d8d |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d73279922c8190b616e1a61df4d227 |
completed | April 9, 2026, 5 a.m. |
Created at: April 6, 2026, 11:45 a.m.