Triple

T19700746
Position Surface form Disambiguated ID Type / Status
Subject Battle of Arnhem plaque E473087 entity
Predicate honors P2354 FINISHED
Object Lieutenant Colonel John Frost
Lieutenant Colonel John Frost was a British Army officer renowned for leading the heroic but ultimately doomed defense of Arnhem bridge during Operation Market Garden in World War II.
E1391934 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: Lieutenant Colonel John Frost | Statement: [Battle of Arnhem plaque, honors, Lieutenant Colonel John Frost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel John Frost
Context triple: [Battle of Arnhem plaque, honors, Lieutenant Colonel John Frost]
  • A. Lieutenant Colonel John Scott
    Lieutenant Colonel John Scott was an Australian Army officer who led the defense of Laha Airfield on Ambon against Japanese forces during World War II.
  • B. Lieutenant Colonel William Leggatt
    Lieutenant Colonel William Leggatt was an Australian Army officer who commanded Allied forces during the 1942 Battle of Timor in World War II.
  • C. Lieutenant Colonel Henry Pulleine
    Lieutenant Colonel Henry Pulleine was a British Army officer best known for his ill-fated command of imperial forces during the disastrous 1879 Battle of Isandlwana in the Anglo-Zulu War.
  • D. Lieutenant Colonel George Turnbull
    Lieutenant Colonel George Turnbull was a British officer in the American Revolutionary War, noted for leading Loyalist forces in several Southern campaigns, including actions around the Battle of Hanging Rock.
  • E. Lieutenant Colonel Charles Newman
    Lieutenant Colonel Charles Newman was a British Army officer and Special Service Brigade leader best known for commanding the daring World War II commando operation known as the St Nazaire Raid.
  • 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: Lieutenant Colonel John Frost
Triple: [Battle of Arnhem plaque, honors, Lieutenant Colonel John Frost]
Generated description
Lieutenant Colonel John Frost was a British Army officer renowned for leading the heroic but ultimately doomed defense of Arnhem bridge during Operation Market Garden in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel John Frost
Target entity description: Lieutenant Colonel John Frost was a British Army officer renowned for leading the heroic but ultimately doomed defense of Arnhem bridge during Operation Market Garden in World War II.
  • A. Lieutenant Colonel John Scott
    Lieutenant Colonel John Scott was an Australian Army officer who led the defense of Laha Airfield on Ambon against Japanese forces during World War II.
  • B. Lieutenant Colonel William Leggatt
    Lieutenant Colonel William Leggatt was an Australian Army officer who commanded Allied forces during the 1942 Battle of Timor in World War II.
  • C. Lieutenant Colonel Henry Pulleine
    Lieutenant Colonel Henry Pulleine was a British Army officer best known for his ill-fated command of imperial forces during the disastrous 1879 Battle of Isandlwana in the Anglo-Zulu War.
  • D. Lieutenant Colonel George Turnbull
    Lieutenant Colonel George Turnbull was a British officer in the American Revolutionary War, noted for leading Loyalist forces in several Southern campaigns, including actions around the Battle of Hanging Rock.
  • E. Lieutenant Colonel Charles Newman
    Lieutenant Colonel Charles Newman was a British Army officer and Special Service Brigade leader best known for commanding the daring World War II commando operation known as the St Nazaire Raid.
  • 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_69d8e515bef88190bc30781aea50537a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e642b4e01081908f857f219d5d7a24 completed April 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ab96a0d481908c044682919649fb completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07ac41da0481909bb433c73ad2f656 completed May 15, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a07acbd21308190babdc5b84ffe083d completed May 15, 2026, 11:31 p.m.
Created at: April 10, 2026, 1:46 p.m.