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.