Triple

T484937
Position Surface form Disambiguated ID Type / Status
Subject Roberto Azevêdo E9853 entity
Predicate precededBy P97 FINISHED
Object Pascal Lamy
Pascal Lamy is a French political figure and trade expert best known for serving as Director-General of the World Trade Organization from 2005 to 2013.
 E60413 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: Pascal Lamy | Statement: [Roberto Azevêdo, precededBy, Pascal Lamy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pascal Lamy
Context triple: [Roberto Azevêdo, precededBy, Pascal Lamy]
  • A. Roberto Azevêdo
    Roberto Azevêdo is a Brazilian diplomat who served as Director-General of the World Trade Organization, playing a key role in global trade negotiations and multilateral trade policy.
  • B. Bernard Zakheim
    Bernard Zakheim was a Polish-born American muralist best known for his New Deal–era frescoes in San Francisco, where he was a prominent figure in the city’s social realist art movement.
  • C. Micheline Calmy-Rey
    Micheline Calmy-Rey is a Swiss politician and former member of the Swiss Federal Council who served as Switzerland’s foreign minister and twice as President of the Swiss Confederation.
  • D. Luceal Guterres
    Luceal Guterres is the wife of António Guterres, the Portuguese politician and diplomat serving as Secretary-General of the United Nations.
  • E. Stanley Fischer
    Stanley Fischer is an influential Israeli-American economist and policymaker known for his work in macroeconomics and New Keynesian theory, as well as for serving in top roles at the IMF, World Bank, Bank of Israel, and the U.S. Federal Reserve.
  • 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: Pascal Lamy
Triple: [Roberto Azevêdo, precededBy, Pascal Lamy]
Generated description
Pascal Lamy is a French political figure and trade expert best known for serving as Director-General of the World Trade Organization from 2005 to 2013.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pascal Lamy
Target entity description: Pascal Lamy is a French political figure and trade expert best known for serving as Director-General of the World Trade Organization from 2005 to 2013.
  • A. Roberto Azevêdo
    Roberto Azevêdo is a Brazilian diplomat who served as Director-General of the World Trade Organization, playing a key role in global trade negotiations and multilateral trade policy.
  • B. Bernard Zakheim
    Bernard Zakheim was a Polish-born American muralist best known for his New Deal–era frescoes in San Francisco, where he was a prominent figure in the city’s social realist art movement.
  • C. Micheline Calmy-Rey
    Micheline Calmy-Rey is a Swiss politician and former member of the Swiss Federal Council who served as Switzerland’s foreign minister and twice as President of the Swiss Confederation.
  • D. Luceal Guterres
    Luceal Guterres is the wife of António Guterres, the Portuguese politician and diplomat serving as Secretary-General of the United Nations.
  • E. Stanley Fischer
    Stanley Fischer is an influential Israeli-American economist and policymaker known for his work in macroeconomics and New Keynesian theory, as well as for serving in top roles at the IMF, World Bank, Bank of Israel, and the U.S. Federal Reserve.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0bb46788190b40182bf2a54f98f completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a471205b9081908e75db702e9b3530 completed March 1, 2026, 5:02 p.m.
NEDg Description generation batch_69a47180628c8190b801210ec5edf071 completed March 1, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_69a4721291a08190bc0b6f3aaadf8b71 completed March 1, 2026, 5:06 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.