Triple
T4744589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malmedy massacre |
E105328
|
entity |
| Predicate | relatedEvent |
P37
|
FINISHED |
| Object |
Wereth 11 massacre
The Wereth 11 massacre was a World War II war crime in which eleven African American soldiers of the U.S. 333rd Field Artillery Battalion were captured, tortured, and murdered by German troops during the Battle of the Bulge in Belgium.
|
E465805
|
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: Wereth 11 massacre | Statement: [Malmedy massacre, relatedEvent, Wereth 11 massacre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wereth 11 massacre Context triple: [Malmedy massacre, relatedEvent, Wereth 11 massacre]
-
A.
Peskeompscut massacre
The Peskeompscut massacre was a brutal 1676 attack during King Philip’s War in which English colonial forces killed a large number of Native American civilians near present-day Turners Falls, Massachusetts.
-
B.
Weenen massacre
The Weenen massacre was an 1838 killing of Voortrekker settlers by Zulu forces in present-day South Africa, which became a pivotal flashpoint in the conflict between the Voortrekkers and the Zulu Kingdom.
-
C.
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.
-
D.
Massacre of Verden
The Massacre of Verden was a brutal 8th-century execution of thousands of Saxons ordered by Charlemagne during his campaigns to subdue and Christianize the Saxon people.
-
E.
Prekaz massacre
The Prekaz massacre was a 1998 attack by Serbian security forces on the Jashari family compound in Kosovo, widely seen as a pivotal event that galvanized support for the Kosovo Liberation Army and escalated the Kosovo conflict.
- 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: Wereth 11 massacre Triple: [Malmedy massacre, relatedEvent, Wereth 11 massacre]
Generated description
The Wereth 11 massacre was a World War II war crime in which eleven African American soldiers of the U.S. 333rd Field Artillery Battalion were captured, tortured, and murdered by German troops during the Battle of the Bulge in Belgium.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wereth 11 massacre Target entity description: The Wereth 11 massacre was a World War II war crime in which eleven African American soldiers of the U.S. 333rd Field Artillery Battalion were captured, tortured, and murdered by German troops during the Battle of the Bulge in Belgium.
-
A.
Peskeompscut massacre
The Peskeompscut massacre was a brutal 1676 attack during King Philip’s War in which English colonial forces killed a large number of Native American civilians near present-day Turners Falls, Massachusetts.
-
B.
Weenen massacre
The Weenen massacre was an 1838 killing of Voortrekker settlers by Zulu forces in present-day South Africa, which became a pivotal flashpoint in the conflict between the Voortrekkers and the Zulu Kingdom.
-
C.
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.
-
D.
Massacre of Verden
The Massacre of Verden was a brutal 8th-century execution of thousands of Saxons ordered by Charlemagne during his campaigns to subdue and Christianize the Saxon people.
-
E.
Prekaz massacre
The Prekaz massacre was a 1998 attack by Serbian security forces on the Jashari family compound in Kosovo, widely seen as a pivotal event that galvanized support for the Kosovo Liberation Army and escalated the Kosovo conflict.
- 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_69bd43ef87a48190a5bc3600711aa032 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64aa72c0819082ede0f531d75e65 |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a37a77881909d32027f1ada99c5 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3b11371081908c028d7a1376f473 |
completed | March 21, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3b8c77f88190aac16b6941fb5df7 |
completed | March 21, 2026, 6:32 a.m. |
Created at: March 20, 2026, 1:19 p.m.