Triple

T3507551
Position Surface form Disambiguated ID Type / Status
Subject Ron Kirk E74112 entity
Predicate precededBy P97 FINISHED
Object Susan Schwab
Susan Schwab is an American trade policy expert and former United States Trade Representative who served under President George W. Bush.
 E363696 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: Susan Schwab | Statement: [Ron Kirk, precededBy, Susan Schwab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Susan Schwab
Context triple: [Ron Kirk, precededBy, Susan Schwab]
  • A. Lauren Weisberger
    Lauren Weisberger is an American novelist best known for writing the bestselling fashion-world satire "The Devil Wears Prada," which was adapted into a popular film.
  • B. Amy Brookheimer
    Amy Brookheimer is a fiercely ambitious and hyper-competent political operative who serves as Selina Meyer’s closest aide and strategist in the television series "Veep."
  • C. Beverly Gage
    Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
  • D. Bethany McLean
    Bethany McLean is an American financial journalist and author best known for her investigative reporting on corporate scandals, particularly Enron.
  • E. Valeria Wasserman
    Valeria Wasserman is a Brazilian linguist and translator best known as the wife of renowned intellectual Noam Chomsky.
  • 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: Susan Schwab
Triple: [Ron Kirk, precededBy, Susan Schwab]
Generated description
Susan Schwab is an American trade policy expert and former United States Trade Representative who served under President George W. Bush.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Susan Schwab
Target entity description: Susan Schwab is an American trade policy expert and former United States Trade Representative who served under President George W. Bush.
  • A. Lauren Weisberger
    Lauren Weisberger is an American novelist best known for writing the bestselling fashion-world satire "The Devil Wears Prada," which was adapted into a popular film.
  • B. Amy Brookheimer
    Amy Brookheimer is a fiercely ambitious and hyper-competent political operative who serves as Selina Meyer’s closest aide and strategist in the television series "Veep."
  • C. Beverly Gage
    Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
  • D. Bethany McLean
    Bethany McLean is an American financial journalist and author best known for her investigative reporting on corporate scandals, particularly Enron.
  • E. Valeria Wasserman
    Valeria Wasserman is a Brazilian linguist and translator best known as the wife of renowned intellectual Noam Chomsky.
  • 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc0b635c81909bc95ba2562d8f94 completed March 8, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373e0dc7881909af631182970d132 completed March 13, 2026, 2:18 a.m.
NEDg Description generation batch_69b375337e6c8190a3d2a1561c133ecb completed March 13, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69b375bb3f8c819097b295a2881b3b82 completed March 13, 2026, 2:26 a.m.
Created at: March 8, 2026, 3:18 p.m.