Triple

T3740272
Position Surface form Disambiguated ID Type / Status
Subject Presidential Task Force on the Auto Industry E79681 entity
Predicate hasMember P10 FINISHED
Object Jared Bernstein
Jared Bernstein is an American economist and policy advisor who has served in prominent roles shaping U.S. economic policy, including as a key advisor in the Obama and Biden administrations.
E383971 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: Jared Bernstein | Statement: [Presidential Task Force on the Auto Industry, hasMember, Jared Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jared Bernstein
Context triple: [Presidential Task Force on the Auto Industry, hasMember, Jared Bernstein]
  • A. Josh Berman
    Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
  • B. Andrew Weisblum
    Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
  • C. Eric Rosenbaum
    Eric Rosenbaum is an inventor and designer known for creating playful, creative technology tools that make it easy for people of all ages to experiment with electronics and interactive media.
  • D. Jason Blumenthal
    Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
  • E. Mark Natanson
    Mark Natanson was a prominent Russian revolutionary and political activist who played a key role in the development of populist and socialist movements in late 19th- and early 20th-century Russia.
  • 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: Jared Bernstein
Triple: [Presidential Task Force on the Auto Industry, hasMember, Jared Bernstein]
Generated description
Jared Bernstein is an American economist and policy advisor who has served in prominent roles shaping U.S. economic policy, including as a key advisor in the Obama and Biden administrations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jared Bernstein
Target entity description: Jared Bernstein is an American economist and policy advisor who has served in prominent roles shaping U.S. economic policy, including as a key advisor in the Obama and Biden administrations.
  • A. Josh Berman
    Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
  • B. Andrew Weisblum
    Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
  • C. Eric Rosenbaum
    Eric Rosenbaum is an inventor and designer known for creating playful, creative technology tools that make it easy for people of all ages to experiment with electronics and interactive media.
  • D. Jason Blumenthal
    Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
  • E. Mark Natanson
    Mark Natanson was a prominent Russian revolutionary and political activist who played a key role in the development of populist and socialist movements in late 19th- and early 20th-century Russia.
  • 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_69b4db23ff3c81908d19295a7ce4a39c completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4dbabb314819092dbd1ece83a894c completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc9b80f8819083074657a32798a4 completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.