Triple

T1045159
Position Surface form Disambiguated ID Type / Status
Subject Niccolò Machiavelli E22560 entity
Predicate notableWork P4 FINISHED
Object The Art of War
The Art of War is a 1521 military treatise by Niccolò Machiavelli that presents his theories on warfare, strategy, and the organization of armies in a dialogue format.
E120670 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: The Art of War | Statement: [Niccolò Machiavelli, notableWork, The Art of War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Art of War
Context triple: [Niccolò Machiavelli, notableWork, The Art of War]
  • A. The Arts of War
    The Arts of War is a pair of monumental equestrian bronze sculptures by Leo Friedlander that symbolize martial valor and sacrifice, installed at the Washington, D.C. entrance to Arlington Memorial Bridge.
  • B. Guoyu
    Guoyu is the official standardized form of the Chinese language used in mainland China and other Chinese-speaking regions.
  • C. Siete Leyes
    Siete Leyes were a series of centralist constitutional reforms enacted in Mexico in 1836 that replaced the federal system with a more centralized government structure.
  • D. Analects
    The Analects is a foundational Confucian text compiling sayings and dialogues of Confucius and his disciples that has profoundly shaped East Asian philosophy, ethics, and governance.
  • E. Arthashastra
    Arthashastra is an ancient Indian treatise on statecraft, economics, and military strategy, traditionally attributed to Kautilya (Chanakya), that outlines detailed principles of governance and political power.
  • 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: The Art of War
Triple: [Niccolò Machiavelli, notableWork, The Art of War]
Generated description
The Art of War is a 1521 military treatise by Niccolò Machiavelli that presents his theories on warfare, strategy, and the organization of armies in a dialogue format.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Art of War
Target entity description: The Art of War is a 1521 military treatise by Niccolò Machiavelli that presents his theories on warfare, strategy, and the organization of armies in a dialogue format.
  • A. The Arts of War
    The Arts of War is a pair of monumental equestrian bronze sculptures by Leo Friedlander that symbolize martial valor and sacrifice, installed at the Washington, D.C. entrance to Arlington Memorial Bridge.
  • B. Guoyu
    Guoyu is the official standardized form of the Chinese language used in mainland China and other Chinese-speaking regions.
  • C. Siete Leyes
    Siete Leyes were a series of centralist constitutional reforms enacted in Mexico in 1836 that replaced the federal system with a more centralized government structure.
  • D. Analects
    The Analects is a foundational Confucian text compiling sayings and dialogues of Confucius and his disciples that has profoundly shaped East Asian philosophy, ethics, and governance.
  • E. Arthashastra
    Arthashastra is an ancient Indian treatise on statecraft, economics, and military strategy, traditionally attributed to Kautilya (Chanakya), that outlines detailed principles of governance and political power.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b84937688190a5899af2104002df completed March 1, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc97dec81909b6ad48e3f203923 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c42c2c081909ccadbf944d3aa6c completed March 7, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cbd43848190854add440753fdad completed March 7, 2026, 2:57 p.m.
Created at: March 1, 2026, 7:42 p.m.