Triple

T3740273
Position Surface form Disambiguated ID Type / Status
Subject Presidential Task Force on the Auto Industry E79681 entity
Predicate hasMember P10 FINISHED
Object Gene Sperling
Gene Sperling is an American economist and policy advisor who served as Director of the National Economic Council under Presidents Bill Clinton and Barack Obama.
 E386871 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: Gene Sperling | Statement: [Presidential Task Force on the Auto Industry, hasMember, Gene Sperling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gene Sperling
Context triple: [Presidential Task Force on the Auto Industry, hasMember, Gene Sperling]
  • A. Glenn Hubbard
    Glenn Hubbard is an American economist and academic leader known for serving as dean of Columbia Business School and as a former chairman of the U.S. Council of Economic Advisers.
  • B. Austan Goolsbee
    Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
  • 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. Sam Leavitt
    Sam Leavitt was an American cinematographer known for his work on numerous Hollywood films, including several acclaimed mid-20th-century productions.
  • 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: Gene Sperling
Triple: [Presidential Task Force on the Auto Industry, hasMember, Gene Sperling]
Generated description
Gene Sperling is an American economist and policy advisor who served as Director of the National Economic Council under Presidents Bill Clinton and Barack Obama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gene Sperling
Target entity description: Gene Sperling is an American economist and policy advisor who served as Director of the National Economic Council under Presidents Bill Clinton and Barack Obama.
  • A. Glenn Hubbard
    Glenn Hubbard is an American economist and academic leader known for serving as dean of Columbia Business School and as a former chairman of the U.S. Council of Economic Advisers.
  • B. Austan Goolsbee
    Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
  • 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. Sam Leavitt
    Sam Leavitt was an American cinematographer known for his work on numerous Hollywood films, including several acclaimed mid-20th-century productions.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb5344fc8190b183aca5c04e3bcc completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e4fce13c8190bedd5c2afe93567c completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e9260e608190987501f89b02bce0 completed March 14, 2026, 4:50 a.m.
NED2 Entity disambiguation (via description) batch_69b4e9a4ad948190a3d440c1d2c00ba7 completed March 14, 2026, 4:52 a.m.
Created at: March 8, 2026, 3:34 p.m.