Triple

T6472665
Position Surface form Disambiguated ID Type / Status
Subject Mario Draghi E145991 entity
Predicate knownFor P22 FINISHED
Object "whatever it takes" speech
The "whatever it takes" speech is Mario Draghi’s landmark 2012 pledge as European Central Bank president to do everything necessary to preserve the euro, widely credited with calming the eurozone debt crisis.
E596581 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: "whatever it takes" speech | Statement: [Mario Draghi, knownFor, "whatever it takes" speech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "whatever it takes" speech
Context triple: [Mario Draghi, knownFor, "whatever it takes" speech]
  • A. The Forgotten People speech
    The Forgotten People speech is a landmark 1942 address by Australian politician Robert Menzies that articulated his vision for the middle class and helped shape the philosophical foundations of modern Australian liberalism.
  • B. “Dean Scream” speech
    The “Dean Scream” speech was Howard Dean’s impassioned post-caucus rally address in Iowa in 2004, whose widely replayed exuberant yell became a defining media moment that damaged his presidential campaign.
  • C. Tear down this wall speech
    The "Tear down this wall" speech is a famous 1987 address by U.S. President Ronald Reagan in West Berlin, in which he dramatically challenged Soviet leader Mikhail Gorbachev to remove the Berlin Wall, symbolizing a call for greater freedom and the easing of Cold War divisions.
  • D. "Rivers of Blood" speech
    The "Rivers of Blood" speech is a highly controversial 1968 address by British politician Enoch Powell, known for its inflammatory warnings about immigration and its lasting impact on UK political and racial discourse.
  • E. “Tale of Two Cities” speech
    The “Tale of Two Cities” speech is Mario Cuomo’s famous 1984 Democratic National Convention keynote address that contrasted the idealized image of America with the harsh realities of inequality and social injustice.
  • 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: "whatever it takes" speech
Triple: [Mario Draghi, knownFor, "whatever it takes" speech]
Generated description
The "whatever it takes" speech is Mario Draghi’s landmark 2012 pledge as European Central Bank president to do everything necessary to preserve the euro, widely credited with calming the eurozone debt crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "whatever it takes" speech
Target entity description: The "whatever it takes" speech is Mario Draghi’s landmark 2012 pledge as European Central Bank president to do everything necessary to preserve the euro, widely credited with calming the eurozone debt crisis.
  • A. The Forgotten People speech
    The Forgotten People speech is a landmark 1942 address by Australian politician Robert Menzies that articulated his vision for the middle class and helped shape the philosophical foundations of modern Australian liberalism.
  • B. “Dean Scream” speech
    The “Dean Scream” speech was Howard Dean’s impassioned post-caucus rally address in Iowa in 2004, whose widely replayed exuberant yell became a defining media moment that damaged his presidential campaign.
  • C. Tear down this wall speech
    The "Tear down this wall" speech is a famous 1987 address by U.S. President Ronald Reagan in West Berlin, in which he dramatically challenged Soviet leader Mikhail Gorbachev to remove the Berlin Wall, symbolizing a call for greater freedom and the easing of Cold War divisions.
  • D. "Rivers of Blood" speech
    The "Rivers of Blood" speech is a highly controversial 1968 address by British politician Enoch Powell, known for its inflammatory warnings about immigration and its lasting impact on UK political and racial discourse.
  • E. “Tale of Two Cities” speech
    The “Tale of Two Cities” speech is Mario Cuomo’s famous 1984 Democratic National Convention keynote address that contrasted the idealized image of America with the harsh realities of inequality and social injustice.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a3188488190a1b7452ede91ba5e completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6539fe1e08190ae0004ed2113e319 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6564a79b08190818ecd149aa34698 completed March 27, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69c6570477348190bdc1f0b2eb781c84 completed March 27, 2026, 10:08 a.m.
Created at: March 22, 2026, 4:50 p.m.