Triple

T5709637
Position Surface form Disambiguated ID Type / Status
Subject Elias Stein E125871 entity
Predicate notableStudent P4838 FINISHED
Object Timothy S. Murphy
Timothy S. Murphy is a mathematician known for his work in analysis and for being a doctoral student of the influential analyst Elias Stein.
 E568356 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 S. Murphy | Statement: [Elias Stein, notableStudent, Timothy S. Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Timothy S. Murphy
Context triple: [Elias Stein, notableStudent, Timothy S. Murphy]
  • A. Timothy P. Boyle
    Timothy P. Boyle is an American businessman best known as the longtime president and CEO who led Columbia Sportswear’s growth into a major global outdoor apparel company.
  • B. Michael D. McDonough
    Michael D. McDonough is an American local government official who serves as the mayor of Raytown, Missouri.
  • C. Timothy M. Burgess
    Timothy M. Burgess is a United States federal judge who serves on the bench of the District of Alaska.
  • D. Patrick E. Haggerty
    Patrick E. Haggerty was an American engineer and business executive who played a pivotal role in the early semiconductor industry and the growth of Texas Instruments into a major technology company.
  • E. John D. Lavelle
    John D. Lavelle was a United States Air Force four-star general best known for his controversial leadership of air operations over North Vietnam during the Vietnam War.
  • 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 S. Murphy
Triple: [Elias Stein, notableStudent, Timothy S. Murphy]
Generated description
Timothy S. Murphy is a mathematician known for his work in analysis and for being a doctoral student of the influential analyst Elias Stein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Timothy S. Murphy
Target entity description: Timothy S. Murphy is a mathematician known for his work in analysis and for being a doctoral student of the influential analyst Elias Stein.
  • A. Timothy P. Boyle
    Timothy P. Boyle is an American businessman best known as the longtime president and CEO who led Columbia Sportswear’s growth into a major global outdoor apparel company.
  • B. Michael D. McDonough
    Michael D. McDonough is an American local government official who serves as the mayor of Raytown, Missouri.
  • C. Timothy M. Burgess
    Timothy M. Burgess is a United States federal judge who serves on the bench of the District of Alaska.
  • D. Patrick E. Haggerty
    Patrick E. Haggerty was an American engineer and business executive who played a pivotal role in the early semiconductor industry and the growth of Texas Instruments into a major technology company.
  • E. John D. Lavelle
    John D. Lavelle was a United States Air Force four-star general best known for his controversial leadership of air operations over North Vietnam during the Vietnam War.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0248c3dac8190824fca9ddde89665 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c124e449d481909a6aa8e1c6494322 completed March 23, 2026, 11:32 a.m.
NEDg Description generation batch_69c1271ad9e481908d01ec9adc99a065 completed March 23, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_69c12787753c8190ab6c49ebd0dcac41 completed March 23, 2026, 11:44 a.m.
Created at: March 22, 2026, 3:46 p.m.