Triple

T9473016
Position Surface form Disambiguated ID Type / Status
Subject Timothy Geithner E228440 entity
Predicate name P16 FINISHED
Object Timothy Franz Geithner
Timothy Franz Geithner is an American economist and public official who served as the 75th United States Secretary of the Treasury under President Barack Obama, playing a central role in managing the 2008–2009 financial crisis.
 E801412 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: Timothy Franz Geithner | Statement: [Timothy Geithner, name, Timothy Franz Geithner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Timothy Franz Geithner
Context triple: [Timothy Geithner, name, Timothy Franz Geithner]
  • A. Ben Bernanke
    Ben Bernanke is an American economist and academic who led the U.S. Federal Reserve through the 2008 global financial crisis and played a key role in shaping modern monetary policy.
  • B. Henry Paulson
    Henry Paulson is an American banker and former U.S. Treasury Secretary best known for leading the government’s response to the 2008 financial crisis and for his prominent work in environmental conservation.
  • C. Robert Rubin
    Robert Rubin is an American banker and former U.S. Treasury Secretary who played a key role in shaping economic policy during the Clinton administration.
  • D. Robert Rubin
    Robert Rubin was the husband of pioneering American astronomer Vera Rubin, known for his support of her groundbreaking work on galaxy rotation and dark matter.
  • E. Anna Friedmann Bernanke
    Anna Friedmann Bernanke is an American educator and the wife of former Federal Reserve Chairman Ben Bernanke.
  • 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: Timothy Franz Geithner
Triple: [Timothy Geithner, name, Timothy Franz Geithner]
Generated description
Timothy Franz Geithner is an American economist and public official who served as the 75th United States Secretary of the Treasury under President Barack Obama, playing a central role in managing the 2008–2009 financial crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Timothy Franz Geithner
Target entity description: Timothy Franz Geithner is an American economist and public official who served as the 75th United States Secretary of the Treasury under President Barack Obama, playing a central role in managing the 2008–2009 financial crisis.
  • A. Ben Bernanke
    Ben Bernanke is an American economist and academic who led the U.S. Federal Reserve through the 2008 global financial crisis and played a key role in shaping modern monetary policy.
  • B. Henry Paulson
    Henry Paulson is an American banker and former U.S. Treasury Secretary best known for leading the government’s response to the 2008 financial crisis and for his prominent work in environmental conservation.
  • C. Robert Rubin
    Robert Rubin was the husband of pioneering American astronomer Vera Rubin, known for his support of her groundbreaking work on galaxy rotation and dark matter.
  • D. Robert Rubin
    Robert Rubin is an American banker and former U.S. Treasury Secretary who played a key role in shaping economic policy during the Clinton administration.
  • E. Anna Friedmann Bernanke
    Anna Friedmann Bernanke is an American educator and the wife of former Federal Reserve Chairman Ben Bernanke.
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ff0afd08190871b68a88fdbff2b completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122d625fc8190b8222930449ad3da completed April 4, 2026, 2:40 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:54 p.m.