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.