Triple

T10733724
Position Surface form Disambiguated ID Type / Status
Subject Mnajdra E253137 entity
Predicate excavatedBy P7650 FINISHED
Object Nicolò Zammit
Nicolò Zammit was a Maltese archaeologist and scholar known for his pioneering work in uncovering and studying Malta’s prehistoric temple sites.
E888881 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: Nicolò Zammit | Statement: [Mnajdra, excavatedBy, Nicolò Zammit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicolò Zammit
Context triple: [Mnajdra, excavatedBy, Nicolò Zammit]
  • A. Themistocles Zammit
    Themistocles Zammit was a Maltese archaeologist, historian, and physician best known for his pioneering excavations and research that significantly advanced the understanding of Malta’s prehistoric and medical history.
  • B. Robert Abela
    Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
  • C. Karmenu Mifsud Bonnici
    Karmenu Mifsud Bonnici is a Maltese politician and former Prime Minister who led the Labour Party during the 1980s.
  • D. Vittorio Valletta
    Vittorio Valletta was an influential Italian industrialist best known for leading Fiat through its major post-World War II expansion and modernization.
  • E. Ramona Attard
    Ramona Attard is a Maltese lawyer, former journalist, and politician who has served as chairperson of the Labour Party 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: Nicolò Zammit
Triple: [Mnajdra, excavatedBy, Nicolò Zammit]
Generated description
Nicolò Zammit was a Maltese archaeologist and scholar known for his pioneering work in uncovering and studying Malta’s prehistoric temple sites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicolò Zammit
Target entity description: Nicolò Zammit was a Maltese archaeologist and scholar known for his pioneering work in uncovering and studying Malta’s prehistoric temple sites.
  • A. Themistocles Zammit
    Themistocles Zammit was a Maltese archaeologist, historian, and physician best known for his pioneering excavations and research that significantly advanced the understanding of Malta’s prehistoric and medical history.
  • B. Robert Abela
    Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
  • C. Karmenu Mifsud Bonnici
    Karmenu Mifsud Bonnici is a Maltese politician and former Prime Minister who led the Labour Party during the 1980s.
  • D. Vittorio Valletta
    Vittorio Valletta was an influential Italian industrialist best known for leading Fiat through its major post-World War II expansion and modernization.
  • E. Ramona Attard
    Ramona Attard is a Maltese lawyer, former journalist, and politician who has served as chairperson of the Labour Party in Malta.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d71020e1c881909e40f398de2bdd25 completed April 9, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb0a03a1481908edb933b1613a027 completed April 14, 2026, 9:24 p.m.
NEDg Description generation batch_69deb6942054819098cb119c6bf7b3c7 completed April 14, 2026, 9:50 p.m.
NED2 Entity disambiguation (via description) batch_69dec259680c819087f14189042ec190 completed April 14, 2026, 10:40 p.m.
Created at: April 8, 2026, 9:14 p.m.