Triple
T2976903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Albigensian Crusade |
E80419
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
Massacre at Béziers
The Massacre at Béziers was a brutal 1209 slaughter of thousands of inhabitants of the French town of Béziers, including many non-combatants, during the early phase of the Albigensian Crusade against the Cathars.
|
E316483
|
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: Massacre at Béziers | Statement: [Albigensian Crusade, notableEvent, Massacre at Béziers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massacre at Béziers Context triple: [Albigensian Crusade, notableEvent, Massacre at Béziers]
-
A.
Massacre of Vassy
The Massacre of Vassy was a 1562 attack by French Catholic troops on Huguenot worshippers that sparked open civil war and is widely seen as the event that ignited the French Wars of Religion.
-
B.
Oradour-sur-Glane massacre
The Oradour-sur-Glane massacre was a World War II atrocity in which German forces destroyed a French village and killed nearly all of its inhabitants, leaving the ruins preserved as a memorial.
-
C.
St. Bartholomew's Day massacre
The St. Bartholomew's Day massacre was a 1572 wave of mob and royal-instigated killings in France in which thousands of Huguenots (French Protestants) were slaughtered, marking a brutal turning point in the French Wars of Religion.
-
D.
Hungerford massacre
The Hungerford massacre was a 1987 mass shooting in Hungerford, England, in which gunman Michael Ryan killed 16 people and led to significant changes in UK firearms legislation.
-
E.
September Massacres
The September Massacres were a wave of brutal killings of prisoners in Paris in early September 1792, reflecting the radicalization and violent popular justice that marked a turning point in the French Revolution.
- 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: Massacre at Béziers Triple: [Albigensian Crusade, notableEvent, Massacre at Béziers]
Generated description
The Massacre at Béziers was a brutal 1209 slaughter of thousands of inhabitants of the French town of Béziers, including many non-combatants, during the early phase of the Albigensian Crusade against the Cathars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massacre at Béziers Target entity description: The Massacre at Béziers was a brutal 1209 slaughter of thousands of inhabitants of the French town of Béziers, including many non-combatants, during the early phase of the Albigensian Crusade against the Cathars.
-
A.
Massacre of Vassy
The Massacre of Vassy was a 1562 attack by French Catholic troops on Huguenot worshippers that sparked open civil war and is widely seen as the event that ignited the French Wars of Religion.
-
B.
Oradour-sur-Glane massacre
The Oradour-sur-Glane massacre was a World War II atrocity in which German forces destroyed a French village and killed nearly all of its inhabitants, leaving the ruins preserved as a memorial.
-
C.
St. Bartholomew's Day massacre
The St. Bartholomew's Day massacre was a 1572 wave of mob and royal-instigated killings in France in which thousands of Huguenots (French Protestants) were slaughtered, marking a brutal turning point in the French Wars of Religion.
-
D.
Hungerford massacre
The Hungerford massacre was a 1987 mass shooting in Hungerford, England, in which gunman Michael Ryan killed 16 people and led to significant changes in UK firearms legislation.
-
E.
September Massacres
The September Massacres were a wave of brutal killings of prisoners in Paris in early September 1792, reflecting the radicalization and violent popular justice that marked a turning point in the French Revolution.
- 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_69ad8b15f6ac8190be5fd16a33edcb4f |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad998c589c8190b4530f3fb8975187 |
completed | March 8, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108ecef788190ad40dba81f1036c6 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b1095e85e48190abda38be8ad45599 |
completed | March 11, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10d2d99ac8190909dd37ccffa4820 |
completed | March 11, 2026, 6:35 a.m. |
Created at: March 8, 2026, 2:58 p.m.