Triple

T8344206
Position Surface form Disambiguated ID Type / Status
Subject 5th Canadian Armoured Division E195993 entity
Predicate notableCommander P1197 FINISHED
Object Major-General Bert Hoffmeister
Major-General Bert Hoffmeister was a highly regarded Canadian Army officer of the Second World War, best known for his effective leadership of armoured and infantry formations in the Italian Campaign.
E728631 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: Major-General Bert Hoffmeister | Statement: [5th Canadian Armoured Division, notableCommander, Major-General Bert Hoffmeister]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Major-General Bert Hoffmeister
Context triple: [5th Canadian Armoured Division, notableCommander, Major-General Bert Hoffmeister]
  • A. Major General Charles H. Gerhardt
    Major General Charles H. Gerhardt was a U.S. Army officer best known for commanding the 29th Infantry Division during the D-Day landings and subsequent World War II campaigns in Europe.
  • B. Major-General Frederick Loomis
    Major-General Frederick Loomis was a senior Canadian Army officer in the First World War, best known for leading Canadian troops with distinction in major Western Front offensives.
  • C. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • D. Major General Leonard T. Gerow
    Major General Leonard T. Gerow was a senior U.S. Army officer in World War II who played a key role in planning and leading Allied operations in the European Theater, including the Normandy invasion.
  • E. Major General Paul Funk
    Major General Paul Funk was a senior U.S. Army officer best known for commanding the 3rd Armored Division during the Gulf War.
  • 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: Major-General Bert Hoffmeister
Triple: [5th Canadian Armoured Division, notableCommander, Major-General Bert Hoffmeister]
Generated description
Major-General Bert Hoffmeister was a highly regarded Canadian Army officer of the Second World War, best known for his effective leadership of armoured and infantry formations in the Italian Campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Major-General Bert Hoffmeister
Target entity description: Major-General Bert Hoffmeister was a highly regarded Canadian Army officer of the Second World War, best known for his effective leadership of armoured and infantry formations in the Italian Campaign.
  • A. Major General Charles H. Gerhardt
    Major General Charles H. Gerhardt was a U.S. Army officer best known for commanding the 29th Infantry Division during the D-Day landings and subsequent World War II campaigns in Europe.
  • B. Major-General Frederick Loomis
    Major-General Frederick Loomis was a senior Canadian Army officer in the First World War, best known for leading Canadian troops with distinction in major Western Front offensives.
  • C. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • D. Major General Leonard T. Gerow
    Major General Leonard T. Gerow was a senior U.S. Army officer in World War II who played a key role in planning and leading Allied operations in the European Theater, including the Normandy invasion.
  • E. Major General Paul Funk
    Major General Paul Funk was a senior U.S. Army officer best known for commanding the 3rd Armored Division during the Gulf War.
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fed6b588190ba5593859c8effc2 completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc733f7848190ab60098cb178dbfc completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcc8596888190867bb0f298b6fac1 completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdd14de9408190a5522fbdbef4d748 completed April 2, 2026, 2:15 a.m.
Created at: March 30, 2026, 5:58 p.m.