Triple
T17924710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barbara Frum |
E448160
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Murray Frum
Murray Frum was a Canadian real estate developer, philanthropist, and prominent art collector known for his significant contributions to cultural institutions.
|
E1297033
|
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: Murray Frum | Statement: [Barbara Frum, spouse, Murray Frum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray Frum Context triple: [Barbara Frum, spouse, Murray Frum]
-
A.
Irwin Cotler
Irwin Cotler is a Canadian lawyer, former Minister of Justice, and prominent human rights advocate known for his work on international justice and political prisoners.
-
B.
D.D. Guttenplan
D.D. Guttenplan is an American journalist, author, and editor best known for his leadership role at the progressive magazine The Nation and his writings on politics and history.
-
C.
Robert Cassels
Robert Cassels was a senior British Indian Army officer who served as Commander-in-Chief in India during the interwar period.
-
D.
Murray Howe
Murray Howe is an American physician and author best known as the son of hockey legend Gordie Howe and brother of Hall of Famer Mark Howe.
-
E.
Michael Aizenman
Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
- 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: Murray Frum Triple: [Barbara Frum, spouse, Murray Frum]
Generated description
Murray Frum was a Canadian real estate developer, philanthropist, and prominent art collector known for his significant contributions to cultural institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murray Frum Target entity description: Murray Frum was a Canadian real estate developer, philanthropist, and prominent art collector known for his significant contributions to cultural institutions.
-
A.
Irwin Cotler
Irwin Cotler is a Canadian lawyer, former Minister of Justice, and prominent human rights advocate known for his work on international justice and political prisoners.
-
B.
D.D. Guttenplan
D.D. Guttenplan is an American journalist, author, and editor best known for his leadership role at the progressive magazine The Nation and his writings on politics and history.
-
C.
Robert Cassels
Robert Cassels was a senior British Indian Army officer who served as Commander-in-Chief in India during the interwar period.
-
D.
Murray Howe
Murray Howe is an American physician and author best known as the son of hockey legend Gordie Howe and brother of Hall of Famer Mark Howe.
-
E.
Michael Aizenman
Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
- 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_69d8b9f79d14819095540856928f0e25 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a54cf8188190b9bd676443418c23 |
completed | April 19, 2026, 9:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03213465088190990a998647d8acad |
completed | May 12, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_6a032338dbb48190ac0870ae5cabbb46 |
completed | May 12, 2026, 12:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a032435a3f08190a3c5435e4a83b0c6 |
completed | May 12, 2026, 12:59 p.m. |
Created at: April 10, 2026, 10:20 a.m.