Triple

T2006346
Position Surface form Disambiguated ID Type / Status
Subject Islamization of North Africa E43594 entity
Predicate significantEvent P259 FINISHED
Object Battle of Carthage (698)
The Battle of Carthage (698) was a decisive confrontation in which Umayyad forces captured and destroyed the Byzantine stronghold of Carthage, cementing Muslim control over North Africa and accelerating the region’s Islamization.
E227172 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 Carthage (698) | Statement: [Islamization of North Africa, significantEvent, Battle of Carthage (698)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Carthage (698)
Context triple: [Islamization of North Africa, significantEvent, Battle of Carthage (698)]
  • A. 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.
  • B. Battle of Isly
    The Battle of Isly was an 1844 military engagement near the Moroccan-Algerian border in which French forces decisively defeated the army of the Sultan of Morocco, helping to secure French dominance in Algeria.
  • C. Battle of Amba Alagi
    The Battle of Amba Alagi was a key World War II engagement in Ethiopia where Allied forces defeated Italian troops, contributing to the liberation of Italian East Africa.
  • D. Battle of Ridaniya
    The Battle of Ridaniya was a decisive 1517 clash near Cairo in which the Ottoman forces under Selim I defeated the Mamluk Sultanate, leading to Ottoman control over Egypt and the holy cities.
  • E. Battle of Al Amarah
    The Battle of Al Amarah was a significant engagement during the Iraq War in which British-led coalition forces clashed with insurgents for control of the southern Iraqi city of Amarah.
  • 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 Carthage (698)
Triple: [Islamization of North Africa, significantEvent, Battle of Carthage (698)]
Generated description
The Battle of Carthage (698) was a decisive confrontation in which Umayyad forces captured and destroyed the Byzantine stronghold of Carthage, cementing Muslim control over North Africa and accelerating the region’s Islamization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Carthage (698)
Target entity description: The Battle of Carthage (698) was a decisive confrontation in which Umayyad forces captured and destroyed the Byzantine stronghold of Carthage, cementing Muslim control over North Africa and accelerating the region’s Islamization.
  • A. 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.
  • B. Battle of Isly
    The Battle of Isly was an 1844 military engagement near the Moroccan-Algerian border in which French forces decisively defeated the army of the Sultan of Morocco, helping to secure French dominance in Algeria.
  • C. Battle of Amba Alagi
    The Battle of Amba Alagi was a key World War II engagement in Ethiopia where Allied forces defeated Italian troops, contributing to the liberation of Italian East Africa.
  • D. Battle of Ridaniya
    The Battle of Ridaniya was a decisive 1517 clash near Cairo in which the Ottoman forces under Selim I defeated the Mamluk Sultanate, leading to Ottoman control over Egypt and the holy cities.
  • E. Battle of Al Amarah
    The Battle of Al Amarah was a significant engagement during the Iraq War in which British-led coalition forces clashed with insurgents for control of the southern Iraqi city of Amarah.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb898795481909920c1a4c4d62c2d completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0adedd388190a09361c3e69a4ed5 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0b76f0fc8190bb5f40689ee7f8fe completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c586bd88190ae23e84291d2fe81 completed March 8, 2026, 11:55 p.m.
Created at: March 4, 2026, 7:37 p.m.