Triple

T6385153
Position Surface form Disambiguated ID Type / Status
Subject Frisch–Waugh–Lovell theorem E143681 entity
Predicate namedAfter P63 FINISHED
Object Frederick V. Waugh
Frederick V. Waugh was an American economist and statistician known for his contributions to econometrics, particularly in the development of regression analysis methods.
E684644 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: Frederick V. Waugh | Statement: [Frisch–Waugh–Lovell theorem, namedAfter, Frederick V. Waugh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frederick V. Waugh
Context triple: [Frisch–Waugh–Lovell theorem, namedAfter, Frederick V. Waugh]
  • A. Frederick L. Ashworth
    Frederick L. Ashworth was a U.S. Navy officer and ordnance expert who served as the weaponeer on the Nagasaki atomic bomb mission during World War II.
  • B. John H. Ferguson
    John H. Ferguson was the Louisiana judge whose ruling upholding racial segregation in the Plessy v. Ferguson case led to the U.S. Supreme Court’s landmark “separate but equal” decision.
  • C. William B. Isham
    William B. Isham was a New York businessman and landowner whose former estate in northern Manhattan became the public green space now known as Isham Park.
  • D. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • E. Charles Frederick Hughes
    Charles Frederick Hughes was a United States Navy admiral who served as Chief of Naval Operations in the early 20th century.
  • 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: Frederick V. Waugh
Triple: [Frisch–Waugh–Lovell theorem, namedAfter, Frederick V. Waugh]
Generated description
Frederick V. Waugh was an American economist and statistician known for his contributions to econometrics, particularly in the development of regression analysis methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frederick V. Waugh
Target entity description: Frederick V. Waugh was an American economist and statistician known for his contributions to econometrics, particularly in the development of regression analysis methods.
  • A. Frederick L. Ashworth
    Frederick L. Ashworth was a U.S. Navy officer and ordnance expert who served as the weaponeer on the Nagasaki atomic bomb mission during World War II.
  • B. John H. Ferguson
    John H. Ferguson was the Louisiana judge whose ruling upholding racial segregation in the Plessy v. Ferguson case led to the U.S. Supreme Court’s landmark “separate but equal” decision.
  • C. William B. Isham
    William B. Isham was a New York businessman and landowner whose former estate in northern Manhattan became the public green space now known as Isham Park.
  • D. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • E. Charles Frederick Hughes
    Charles Frederick Hughes was a United States Navy admiral who served as Chief of Naval Operations in the early 20th century.
  • 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_69c008dac1ec81909cef8157ccd69962 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0686764648190864163d390db292d completed March 22, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b4d712008190aa25340e1feb0804 completed March 29, 2026, 5:12 a.m.
NEDg Description generation batch_69c8b5d3ed1c8190ad4e95229f91ca23 completed March 29, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69c8b63c93b48190bab5314723ed4c24 completed March 29, 2026, 5:18 a.m.
Created at: March 22, 2026, 4:34 p.m.