Triple

T4030
Position Surface form Disambiguated ID Type / Status
Subject Marshall Plan E76 entity
Predicate benefitedCountry P434 FINISHED
Object Italy
Italy is a Southern European country known for its influential history, art, cuisine, and role as a founding member of the European Union.
 E863 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: Italy | Statement: [Marshall Plan, benefitedCountry, Italy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Italy
Context triple: [Marshall Plan, benefitedCountry, Italy]
  • A. Belgium
    Belgium is a Western European country known for its role as a founding member of major international organizations, including NATO and the European Union, and for hosting many of their key institutions.
  • B. Dutch Republic
    The Dutch Republic was a powerful 17th-century maritime and commercial state in Western Europe, known for its global trade empire, cultural flourishing, and role as a major colonial power.
  • C. Chile
    Chile is a long, narrow South American country stretching along the Pacific coast, renowned for its diverse climates, stable economy, and world-class astronomical observatories.
  • D. Japan
    Japan is an East Asian island nation in the Pacific Ocean known for its advanced technology, rich cultural heritage, and major cities such as Tokyo, Osaka, and Kyoto.
  • E. United States of America
    The United States of America is a large federal republic in North America known for its global political, economic, military, and cultural influence.
  • 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: Italy
Triple: [Marshall Plan, benefitedCountry, Italy]
Generated description
Italy is a Southern European country known for its influential history, art, cuisine, and role as a founding member of the European Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Italy
Target entity description: Italy is a Southern European country known for its influential history, art, cuisine, and role as a founding member of the European Union.
  • A. Belgium
    Belgium is a Western European country known for its role as a founding member of major international organizations, including NATO and the European Union, and for hosting many of their key institutions.
  • B. Dutch Republic
    The Dutch Republic was a powerful 17th-century maritime and commercial state in Western Europe, known for its global trade empire, cultural flourishing, and role as a major colonial power.
  • C. Chile
    Chile is a long, narrow South American country stretching along the Pacific coast, renowned for its diverse climates, stable economy, and world-class astronomical observatories.
  • D. Japan
    Japan is an East Asian island nation in the Pacific Ocean known for its advanced technology, rich cultural heritage, and major cities such as Tokyo, Osaka, and Kyoto.
  • E. United States of America
    The United States of America is a large federal republic in North America known for its global political, economic, military, and cultural influence.
  • 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_69a238d6b47881909e68288aed2fd858 completed Feb. 28, 2026, 12:37 a.m.
NER Named-entity recognition batch_69a23ff0650c8190bea8724de0343e58 completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a243c6f10c81908305b9e03c79a6ae completed Feb. 28, 2026, 1:24 a.m.
NEDg Description generation batch_69a2463a71188190a7252fae85f68711 completed Feb. 28, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69a246e74bfc8190ba3ea9818a55cc28 completed Feb. 28, 2026, 1:37 a.m.
Created at: Feb. 28, 2026, 12:40 a.m.