Triple

T19732872
Position Surface form Disambiguated ID Type / Status
Subject Karmenu Mifsud Bonnici E473897 entity
Predicate familyName P18 FINISHED
Object Mifsud Bonnici
Mifsud Bonnici is a Maltese surname most prominently associated with Karmenu Mifsud Bonnici, a former Prime Minister of Malta.
 E1367035 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: Mifsud Bonnici | Statement: [Karmenu Mifsud Bonnici, familyName, Mifsud Bonnici]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mifsud Bonnici
Context triple: [Karmenu Mifsud Bonnici, familyName, Mifsud Bonnici]
  • A. Ugo Mifsud Bonnici
    Ugo Mifsud Bonnici is a Maltese politician and academic who served as President of Malta from 1994 to 1999.
  • B. Nicolò Zammit
    Nicolò Zammit was a Maltese archaeologist and scholar known for his pioneering work in uncovering and studying Malta’s prehistoric temple sites.
  • C. Fortunato Mizzi
    Fortunato Mizzi was a prominent 19th-century Maltese lawyer and politician who championed national self-determination and laid the foundations of modern Maltese nationalism.
  • D. Robert Abela
    Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
  • E. Bernard Grech
    Bernard Grech is a Maltese lawyer and politician who has served as leader of the Nationalist Party and Leader of the Opposition in Malta.
  • 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: Mifsud Bonnici
Triple: [Karmenu Mifsud Bonnici, familyName, Mifsud Bonnici]
Generated description
Mifsud Bonnici is a Maltese surname most prominently associated with Karmenu Mifsud Bonnici, a former Prime Minister of Malta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mifsud Bonnici
Target entity description: Mifsud Bonnici is a Maltese surname most prominently associated with Karmenu Mifsud Bonnici, a former Prime Minister of Malta.
  • A. Ugo Mifsud Bonnici chosen
    Ugo Mifsud Bonnici is a Maltese politician and academic who served as President of Malta from 1994 to 1999.
  • B. Nicolò Zammit
    Nicolò Zammit was a Maltese archaeologist and scholar known for his pioneering work in uncovering and studying Malta’s prehistoric temple sites.
  • C. Fortunato Mizzi
    Fortunato Mizzi was a prominent 19th-century Maltese lawyer and politician who championed national self-determination and laid the foundations of modern Maltese nationalism.
  • D. Robert Abela
    Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
  • E. Bernard Grech
    Bernard Grech is a Maltese lawyer and politician who has served as leader of the Nationalist Party and Leader of the Opposition in Malta.
  • F. None of above.

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_69d8e517ebd48190979ee76723bcfadf completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e651596b98819090bcaf05c7b74555 completed April 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4f4e1e081908fca0b6513bb3bbb completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b73cc5a48190af0ab9da30c859b4 completed May 16, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_6a07b81193d081908dfb19272b4df41b completed May 16, 2026, 12:19 a.m.
Created at: April 10, 2026, 1:47 p.m.