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.