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.