Triple

T16138482
Position Surface form Disambiguated ID Type / Status
Subject Ludo Bagman E391590 entity
Predicate fullName P16 FINISHED
Object Ludovic Bagman
Ludovic "Ludo" Bagman is a former Beater for the Wimbourne Wasps and Head of the Department of Magical Games and Sports in the Harry Potter series, known for his love of gambling and carefree attitude.
E1195509 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: Ludovic Bagman | Statement: [Ludo Bagman, fullName, Ludovic Bagman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludovic Bagman
Context triple: [Ludo Bagman, fullName, Ludovic Bagman]
  • A. Hugh Quieret
    Hugh Quieret was a 14th-century French naval commander who played a leading role in the early stages of the Hundred Years' War.
  • B. Richard Pottier
    Richard Pottier was a French film director known for his prolific work in popular comedies and dramas from the 1930s to the 1950s.
  • C. Marc-Ange Draco
    Marc-Ange Draco is a powerful Corsican crime boss and head of the Union Corse who becomes an ally and father-in-law to James Bond in the film and novel "On Her Majesty's Secret Service."
  • D. Pierre Perrin
    Pierre Perrin was a 17th-century French poet and librettist who played a key role in the early development of French opera.
  • E. Xavier Rosier
    Xavier Rosier is a notable individual associated with the Rosier family name, recognized as a distinguished bearer of that surname.
  • 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: Ludovic Bagman
Triple: [Ludo Bagman, fullName, Ludovic Bagman]
Generated description
Ludovic "Ludo" Bagman is a former Beater for the Wimbourne Wasps and Head of the Department of Magical Games and Sports in the Harry Potter series, known for his love of gambling and carefree attitude.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludovic Bagman
Target entity description: Ludovic "Ludo" Bagman is a former Beater for the Wimbourne Wasps and Head of the Department of Magical Games and Sports in the Harry Potter series, known for his love of gambling and carefree attitude.
  • A. Hugh Quieret
    Hugh Quieret was a 14th-century French naval commander who played a leading role in the early stages of the Hundred Years' War.
  • B. Richard Pottier
    Richard Pottier was a French film director known for his prolific work in popular comedies and dramas from the 1930s to the 1950s.
  • C. Marc-Ange Draco
    Marc-Ange Draco is a powerful Corsican crime boss and head of the Union Corse who becomes an ally and father-in-law to James Bond in the film and novel "On Her Majesty's Secret Service."
  • D. Pierre Perrin
    Pierre Perrin was a 17th-century French poet and librettist who played a key role in the early development of French opera.
  • E. Xavier Rosier
    Xavier Rosier is a notable individual associated with the Rosier family name, recognized as a distinguished bearer of that surname.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a06e0988190b5cd62d422d058a2 completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b574148190b9d5b725d7d113af completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3478bfc8190bbcc0afbf6dbb089 completed May 10, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fff3d29f50819093a9355d016f48dd completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5:01 a.m.