Triple

T7772049
Position Surface form Disambiguated ID Type / Status
Subject Ahmed Bey ben Mohamed Chérif E179095 entity
Predicate conflict P12 FINISHED
Object French invasion of Constantine
The French invasion of Constantine was a key 1837 military campaign in Algeria during the French conquest of North Africa, resulting in the capture of the fortified city of Constantine and the weakening of local resistance.
E687300 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: French invasion of Constantine | Statement: [Ahmed Bey ben Mohamed Chérif, conflict, French invasion of Constantine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French invasion of Constantine
Context triple: [Ahmed Bey ben Mohamed Chérif, conflict, French invasion of Constantine]
  • A. Fezzan campaign
    The Fezzan campaign was a World War II military operation in which Free French forces advanced through the Fezzan region of southern Libya to secure the Sahara and support Allied offensives in North Africa.
  • B. Siege of Nicomedia
    The Siege of Nicomedia was an early 14th-century Ottoman campaign that captured the important Byzantine city of Nicomedia, marking a key step in the Ottoman expansion into northwestern Anatolia.
  • C. Siege of Nice
    The Siege of Nice was a 1543 military engagement during the Italian Wars in which Franco-Ottoman forces besieged the strategically important city of Nice, then under the control of the Duchy of Savoy allied with the Holy Roman Empire.
  • D. Siege of Nicaea
    The Siege of Nicaea was a pivotal 1097 military campaign in the First Crusade in which Crusader and Byzantine forces captured the Seljuk-held city of Nicaea, opening the way into Anatolia.
  • E. Siege of Amida
    The Siege of Amida was a major 6th-century confrontation in which Sasanian Persian forces captured the fortified Byzantine city of Amida, highlighting the intense struggle for control in the eastern frontier during Justinian’s reign.
  • 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: French invasion of Constantine
Triple: [Ahmed Bey ben Mohamed Chérif, conflict, French invasion of Constantine]
Generated description
The French invasion of Constantine was a key 1837 military campaign in Algeria during the French conquest of North Africa, resulting in the capture of the fortified city of Constantine and the weakening of local resistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French invasion of Constantine
Target entity description: The French invasion of Constantine was a key 1837 military campaign in Algeria during the French conquest of North Africa, resulting in the capture of the fortified city of Constantine and the weakening of local resistance.
  • A. Fezzan campaign
    The Fezzan campaign was a World War II military operation in which Free French forces advanced through the Fezzan region of southern Libya to secure the Sahara and support Allied offensives in North Africa.
  • B. Siege of Nicomedia
    The Siege of Nicomedia was an early 14th-century Ottoman campaign that captured the important Byzantine city of Nicomedia, marking a key step in the Ottoman expansion into northwestern Anatolia.
  • C. Siege of Nice
    The Siege of Nice was a 1543 military engagement during the Italian Wars in which Franco-Ottoman forces besieged the strategically important city of Nice, then under the control of the Duchy of Savoy allied with the Holy Roman Empire.
  • D. Siege of Nicaea
    The Siege of Nicaea was a pivotal 1097 military campaign in the First Crusade in which Crusader and Byzantine forces captured the Seljuk-held city of Nicaea, opening the way into Anatolia.
  • E. Siege of Amida
    The Siege of Amida was a major 6th-century confrontation in which Sasanian Persian forces captured the fortified Byzantine city of Amida, highlighting the intense struggle for control in the eastern frontier during Justinian’s reign.
  • 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_69c69f30602c819082ab52cd4af5c592 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c7046048688190a6cbc64e82b58eca completed March 27, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8c7ee407881908e591d216c504b24 completed March 29, 2026, 6:34 a.m.
NEDg Description generation batch_69c8c8b75b848190a67de2040d563f86 completed March 29, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69c8c941814081909d299df5cd714c71 completed March 29, 2026, 6:40 a.m.
Created at: March 27, 2026, 4:11 p.m.