Triple

T13287572
Position Surface form Disambiguated ID Type / Status
Subject Arnaud Amalric E316482 entity
Predicate notableEvent P259 FINISHED
Object siege of Béziers
The siege of Béziers was a brutal 1209 assault during the Albigensian Crusade in which crusader forces massacred much of the town’s population, becoming infamous for its extreme violence.
E1032715 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: siege of Béziers | Statement: [Arnaud Amalric, notableEvent, siege of Béziers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: siege of Béziers
Context triple: [Arnaud Amalric, notableEvent, siege of Béziers]
  • A. Siege of Toulouse
    The Siege of Toulouse was a major 1217–1218 military engagement during the Albigensian Crusade in which the forces of the Count of Toulouse successfully resisted the crusader army led by Simon de Montfort, resulting in Montfort’s death and a turning point in the campaign against the Cathars.
  • B. Siege of Perpignan
    The Siege of Perpignan was a major 1542 military engagement in which French forces unsuccessfully attempted to capture the Spanish-held fortress city of Perpignan during the Italian War of 1542–1546.
  • C. Battle of Bévéziers
    The Battle of Bévéziers was a major 1690 naval engagement of the Nine Years' War in which a French fleet decisively defeated an Anglo-Dutch fleet off the coast of southern England.
  • D. 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.
  • E. Battle of Toulouse
    The Battle of Toulouse was a major engagement of the Peninsular War in April 1814, fought between Wellington’s Anglo-Allied forces and Marshal Soult’s French army near the end of the Napoleonic Wars.
  • 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: siege of Béziers
Triple: [Arnaud Amalric, notableEvent, siege of Béziers]
Generated description
The siege of Béziers was a brutal 1209 assault during the Albigensian Crusade in which crusader forces massacred much of the town’s population, becoming infamous for its extreme violence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: siege of Béziers
Target entity description: The siege of Béziers was a brutal 1209 assault during the Albigensian Crusade in which crusader forces massacred much of the town’s population, becoming infamous for its extreme violence.
  • A. Siege of Toulouse
    The Siege of Toulouse was a major 1217–1218 military engagement during the Albigensian Crusade in which the forces of the Count of Toulouse successfully resisted the crusader army led by Simon de Montfort, resulting in Montfort’s death and a turning point in the campaign against the Cathars.
  • B. Siege of Perpignan
    The Siege of Perpignan was a major 1542 military engagement in which French forces unsuccessfully attempted to capture the Spanish-held fortress city of Perpignan during the Italian War of 1542–1546.
  • C. Battle of Bévéziers
    The Battle of Bévéziers was a major 1690 naval engagement of the Nine Years' War in which a French fleet decisively defeated an Anglo-Dutch fleet off the coast of southern England.
  • D. 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.
  • E. Battle of Toulouse
    The Battle of Toulouse was a major engagement of the Peninsular War in April 1814, fought between Wellington’s Anglo-Allied forces and Marshal Soult’s French army near the end of the Napoleonic Wars.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99076aeec8190b0cb883ab60d3f6b completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716d4a6f48190a2020e11e887be2e completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717b7b6dc8190ab323c1926dd9adb completed May 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69f718705a44819084b97d35a10ee50d completed May 3, 2026, 9:42 a.m.
Created at: April 9, 2026, 9:27 p.m.