Triple
T17924694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barbara Frum |
E448160
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Frum
Frum is a surname most notably associated with Canadian journalist and broadcaster Barbara Frum and her family, including writer and commentator David Frum.
|
E1297031
|
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: Frum | Statement: [Barbara Frum, familyName, Frum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frum Context triple: [Barbara Frum, familyName, Frum]
-
A.
Falasha
Falasha is a historical term, now often considered pejorative, that was used to refer to the Beta Israel community of Ethiopian Jews.
-
B.
Avromani
Avromani is an alternative name for the Gorani people, a Slavic Muslim ethnic group primarily inhabiting the Gora region in the Balkans.
-
C.
Avromani
Avromani is an alternative name for the Hewrami (Hawrami) variety of the Gorani language spoken by Kurdish communities in the Hawraman region of western Iran and northeastern Iraq.
-
D.
Haredi Jews
Haredi Jews are members of a strictly observant Orthodox Jewish community characterized by rigorous adherence to Jewish law, distinctive traditional dress, and social separation from secular society.
-
E.
Injuids
The Injuids were a 14th-century Persian dynasty that ruled parts of southern Iran, including Shiraz and Fars, during the political fragmentation that followed the decline of Mongol Ilkhanid authority.
- 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: Frum Triple: [Barbara Frum, familyName, Frum]
Generated description
Frum is a surname most notably associated with Canadian journalist and broadcaster Barbara Frum and her family, including writer and commentator David Frum.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frum Target entity description: Frum is a surname most notably associated with Canadian journalist and broadcaster Barbara Frum and her family, including writer and commentator David Frum.
-
A.
Falasha
Falasha is a historical term, now often considered pejorative, that was used to refer to the Beta Israel community of Ethiopian Jews.
-
B.
Avromani
Avromani is an alternative name for the Gorani people, a Slavic Muslim ethnic group primarily inhabiting the Gora region in the Balkans.
-
C.
Avromani
Avromani is an alternative name for the Hewrami (Hawrami) variety of the Gorani language spoken by Kurdish communities in the Hawraman region of western Iran and northeastern Iraq.
-
D.
Haredi Jews
Haredi Jews are members of a strictly observant Orthodox Jewish community characterized by rigorous adherence to Jewish law, distinctive traditional dress, and social separation from secular society.
-
E.
Injuids
The Injuids were a 14th-century Persian dynasty that ruled parts of southern Iran, including Shiraz and Fars, during the political fragmentation that followed the decline of Mongol Ilkhanid authority.
- 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.