Triple

T323075
Position Surface form Disambiguated ID Type / Status
Subject 2011 Libyan Civil War E6456 entity
Predicate notableEvent P259 FINISHED
Object 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.
E44696 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: Battle of Sirte (2011) | Statement: [2011 Libyan Civil War, notableEvent, Battle of Sirte (2011)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Sirte (2011)
Context triple: [2011 Libyan Civil War, notableEvent, Battle of Sirte (2011)]
  • A. 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.
  • B. 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.
  • C. Battle of Benghazi
    The Battle of Benghazi was a key early confrontation in the 2011 Libyan uprising in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
  • D. 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.
  • 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: Battle of Sirte (2011)
Triple: [2011 Libyan Civil War, notableEvent, Battle of Sirte (2011)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Sirte (2011)
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Battle of Benghazi
    The Battle of Benghazi was a key early confrontation in the 2011 Libyan uprising in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
  • D. 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.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea82ba748190bae651f5de908617 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3dd2c45e881908f4508bcf9d7cae2 completed March 1, 2026, 6:31 a.m.
NEDg Description generation batch_69a3dddab9dc81908ed6dca791b5e5c0 completed March 1, 2026, 6:34 a.m.
NED2 Entity disambiguation (via description) batch_69a3de27be44819086f8b14fa8c5cecf completed March 1, 2026, 6:35 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.