Triple

T19719196
Position Surface form Disambiguated ID Type / Status
Subject Cameroons campaign E473557 entity
Predicate commanderForAllies P42419 FINISHED
Object Frederick Hugh Cunliffe
Frederick Hugh Cunliffe was a British Army officer best known for leading Allied forces during the World War I Cameroons campaign in West Africa.
E1391344 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: Frederick Hugh Cunliffe | Statement: [Cameroons campaign, commanderForAllies, Frederick Hugh Cunliffe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frederick Hugh Cunliffe
Context triple: [Cameroons campaign, commanderForAllies, Frederick Hugh Cunliffe]
  • A. Percival Graves
    Percival Graves is a high-ranking Auror and Director of Magical Security at MACUSA in the Wizarding World, notably featured in the film "Fantastic Beasts and Where to Find Them."
  • B. Alfred Dillwyn Knox
    Alfred Dillwyn "Dilly" Knox was a British classics scholar and cryptanalyst best known for his codebreaking work for the United Kingdom during World War I and at Bletchley Park in World War II.
  • C. Percival Harrison Fawcett
    Percival Harrison Fawcett was a British geographer, artillery officer, and famed explorer of South America who disappeared in 1925 while searching for a lost ancient city in the Amazon.
  • D. George Elias Barker
    George Elias Barker was the husband of Arizona "Ma" Barker, the infamous matriarch associated with the Barker-Karpis criminal gang during the early 20th century in the United States.
  • E. Edwin Brothertoft
    Edwin Brothertoft is a historical novel by American writer Theodore Winthrop, known for its vivid portrayal of Revolutionary-era America.
  • 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: Frederick Hugh Cunliffe
Triple: [Cameroons campaign, commanderForAllies, Frederick Hugh Cunliffe]
Generated description
Frederick Hugh Cunliffe was a British Army officer best known for leading Allied forces during the World War I Cameroons campaign in West Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frederick Hugh Cunliffe
Target entity description: Frederick Hugh Cunliffe was a British Army officer best known for leading Allied forces during the World War I Cameroons campaign in West Africa.
  • A. Percival Graves
    Percival Graves is a high-ranking Auror and Director of Magical Security at MACUSA in the Wizarding World, notably featured in the film "Fantastic Beasts and Where to Find Them."
  • B. Alfred Dillwyn Knox
    Alfred Dillwyn "Dilly" Knox was a British classics scholar and cryptanalyst best known for his codebreaking work for the United Kingdom during World War I and at Bletchley Park in World War II.
  • C. Percival Harrison Fawcett
    Percival Harrison Fawcett was a British geographer, artillery officer, and famed explorer of South America who disappeared in 1925 while searching for a lost ancient city in the Amazon.
  • D. George Elias Barker
    George Elias Barker was the husband of Arizona "Ma" Barker, the infamous matriarch associated with the Barker-Karpis criminal gang during the early 20th century in the United States.
  • E. Edwin Brothertoft
    Edwin Brothertoft is a historical novel by American writer Theodore Winthrop, known for its vivid portrayal of Revolutionary-era America.
  • 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6440f9dd88190bd15cf00f739dfb4 completed April 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07aba543908190a30c61bf4406ea74 completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07acc9e5488190ba55f47af118fca2 completed May 15, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_6a07ad8aefc4819098768025121123ba completed May 15, 2026, 11:34 p.m.
Created at: April 10, 2026, 1:46 p.m.