Triple

T4744594
Position Surface form Disambiguated ID Type / Status
Subject Malmedy massacre E105328 entity
Predicate victimUnit P699 FINISHED
Object 285th Field Artillery Observation Battalion
The 285th Field Artillery Observation Battalion was a U.S. Army unit in World War II whose members were among the American soldiers murdered by the Waffen-SS in the Malmedy massacre during the Battle of the Bulge.
E465806 NE FINISHED

How this triple was built (5 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: 285th Field Artillery Observation Battalion | Statement: [Malmedy massacre, victimUnit, 285th Field Artillery Observation Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 285th Field Artillery Observation Battalion
Context triple: [Malmedy massacre, victimUnit, 285th Field Artillery Observation Battalion]
  • A. 1st Battalion, 118th Field Artillery Regiment
    The 1st Battalion, 118th Field Artillery Regiment is a field artillery battalion of the Georgia Army National Guard that provides indirect fire support to combat units.
  • B. 128th Armored Field Artillery Battalion
    The 128th Armored Field Artillery Battalion was a U.S. Army World War II artillery unit that provided mobile, armored fire support as part of the 6th Armored Division in the European Theater.
  • C. 231st Armored Field Artillery Battalion
    The 231st Armored Field Artillery Battalion was a U.S. Army World War II unit that provided mobile armored artillery support as part of the 6th Armored Division in the European Theater.
  • D. 212th Armored Field Artillery Battalion
    The 212th Armored Field Artillery Battalion was a U.S. Army World War II artillery unit that provided mobile, armored fire support as part of the 6th Armored Division in the European Theater.
  • E. 1st Battalion, 94th Field Artillery Regiment
    The 1st Battalion, 94th Field Artillery Regiment is a U.S. Army field artillery battalion known for providing long-range fire support as part of modern combat operations.
  • 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: 285th Field Artillery Observation Battalion
Triple: [Malmedy massacre, victimUnit, 285th Field Artillery Observation Battalion]
Generated description
The 285th Field Artillery Observation Battalion was a U.S. Army unit in World War II whose members were among the American soldiers murdered by the Waffen-SS in the Malmedy massacre during the Battle of the Bulge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 285th Field Artillery Observation Battalion
Target entity description: The 285th Field Artillery Observation Battalion was a U.S. Army unit in World War II whose members were among the American soldiers murdered by the Waffen-SS in the Malmedy massacre during the Battle of the Bulge.
  • A. 1st Battalion, 118th Field Artillery Regiment
    The 1st Battalion, 118th Field Artillery Regiment is a field artillery battalion of the Georgia Army National Guard that provides indirect fire support to combat units.
  • B. 128th Armored Field Artillery Battalion
    The 128th Armored Field Artillery Battalion was a U.S. Army World War II artillery unit that provided mobile, armored fire support as part of the 6th Armored Division in the European Theater.
  • C. 231st Armored Field Artillery Battalion
    The 231st Armored Field Artillery Battalion was a U.S. Army World War II unit that provided mobile armored artillery support as part of the 6th Armored Division in the European Theater.
  • D. 212th Armored Field Artillery Battalion
    The 212th Armored Field Artillery Battalion was a U.S. Army World War II artillery unit that provided mobile, armored fire support as part of the 6th Armored Division in the European Theater.
  • E. 1st Battalion, 94th Field Artillery Regiment
    The 1st Battalion, 94th Field Artillery Regiment is a U.S. Army field artillery battalion known for providing long-range fire support as part of modern combat operations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: victimUnit
Context triple: [Malmedy massacre, victimUnit, 285th Field Artillery Observation Battalion]
  • A. victimParticipation
    Indicates that the victim took part in, contributed to, or was otherwise involved in the event or action described.
  • B. victimTitle
    Indicates that one entity holds a title, role, or designation specifically in the capacity of being a victim in relation to another entity or event.
  • C. isVictimOf
    Indicates that one entity suffers harm, loss, or wrongdoing as a result of another entity’s actions or events.
  • D. coVictim
    Indicates that two or more entities are victims in the same harmful event or incident.
  • E. victimGroup chosen
    Indicates that one group or entity is the target or recipient of harm, abuse, or wrongdoing caused by another.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69bd6221c3b881908604f35f8de6f16b completed March 20, 2026, 3:05 p.m.
Created at: March 20, 2026, 1:19 p.m.