Triple

T20253843
Position Surface form Disambiguated ID Type / Status
Subject Battle of the Nek E498628 entity
Predicate commanderSide P15834 FINISHED
Object Brigadier General Frederick Hughes (Australian)
Brigadier General Frederick Hughes was an Australian Army officer best known for his leadership of the 3rd Light Horse Brigade during the Gallipoli campaign in World War I.
 E1420787 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: Brigadier General Frederick Hughes (Australian) | Statement: [Battle of the Nek, commanderSide, Brigadier General Frederick Hughes (Australian)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brigadier General Frederick Hughes (Australian)
Context triple: [Battle of the Nek, commanderSide, Brigadier General Frederick Hughes (Australian)]
  • A. Lieutenant-General Noel Irwin
    Lieutenant-General Noel Irwin was a British Army officer best known for his controversial command of Eastern Army in India during the Burma Campaign of the Second World War.
  • B. William Birdwood
    William Birdwood was a British Army officer best known for commanding the Australian and New Zealand Army Corps (ANZAC) during the Gallipoli Campaign in World War I.
  • C. Brigadier General Donald Angus Davison
    Brigadier General Donald Angus Davison was a U.S. Army officer and aviation pioneer honored for his service by having Davison Army Airfield named after him.
  • D. Lieutenant-Colonel James Macdonnell
    Lieutenant-Colonel James Macdonnell was a British Army officer renowned for his crucial role in defending the farmhouse of Hougoumont during the Battle of Waterloo in 1815.
  • E. Lieutenant General Frederick Browning
    Lieutenant General Frederick Browning was a senior British Army officer and early airborne warfare pioneer, often called the "father of the British Airborne Forces," who played a key leadership role in major World War II 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: Brigadier General Frederick Hughes (Australian)
Triple: [Battle of the Nek, commanderSide, Brigadier General Frederick Hughes (Australian)]
Generated description
Brigadier General Frederick Hughes was an Australian Army officer best known for his leadership of the 3rd Light Horse Brigade during the Gallipoli campaign in World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brigadier General Frederick Hughes (Australian)
Target entity description: Brigadier General Frederick Hughes was an Australian Army officer best known for his leadership of the 3rd Light Horse Brigade during the Gallipoli campaign in World War I.
  • A. Lieutenant-General Noel Irwin
    Lieutenant-General Noel Irwin was a British Army officer best known for his controversial command of Eastern Army in India during the Burma Campaign of the Second World War.
  • B. William Birdwood
    William Birdwood was a British Army officer best known for commanding the Australian and New Zealand Army Corps (ANZAC) during the Gallipoli Campaign in World War I.
  • C. Brigadier General Donald Angus Davison
    Brigadier General Donald Angus Davison was a U.S. Army officer and aviation pioneer honored for his service by having Davison Army Airfield named after him.
  • D. Lieutenant-Colonel James Macdonnell
    Lieutenant-Colonel James Macdonnell was a British Army officer renowned for his crucial role in defending the farmhouse of Hougoumont during the Battle of Waterloo in 1815.
  • E. Lieutenant General Frederick Browning
    Lieutenant General Frederick Browning was a senior British Army officer and early airborne warfare pioneer, often called the "father of the British Airborne Forces," who played a key leadership role in major World War II operations.
  • 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_69da6275fa6c8190952924930adee150 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e673aa42348190852ae8313f4494ca completed April 20, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0855282a0c8190b6f246521dfbda51 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855c6bab08190831cc78647de84fc completed May 16, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0856da3e748190866c328a6c61b3d8 completed May 16, 2026, 11:36 a.m.
Created at: April 11, 2026, 11:41 p.m.