Triple

T12971916
Position Surface form Disambiguated ID Type / Status
Subject J. Edward Bromberg E321418 entity
Predicate birthName P65 FINISHED
Object Josef Bromberger
Josef Bromberger, better known professionally as J. Edward Bromberg, was a Hungarian-American character actor active in mid-20th-century stage and film.
 E1349759 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: Josef Bromberger | Statement: [J. Edward Bromberg, birthName, Josef Bromberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Josef Bromberger
Context triple: [J. Edward Bromberg, birthName, Josef Bromberger]
  • A. Josef Bauer
    Josef Bauer is an Austrian local politician who serves as the mayor of the market town of Persenbeug-Gottsdorf in Lower Austria.
  • B. Josef Rieder
    Josef Rieder was an Austrian alpine skier best known for lighting the Olympic cauldron at the 1964 Winter Olympics in Innsbruck.
  • C. Josef Kranner
    Josef Kranner was a 19th-century Czech architect best known for his major role in the restoration and completion of Prague’s Gothic St. Vitus Cathedral.
  • D. Josef Sommer
    Josef Sommer is a German-born American character actor known for his versatile supporting roles in film, television, and theater.
  • E. Josef Priller
    Josef Priller was a renowned German Luftwaffe fighter ace of World War II, best known for his leadership and his famous low-level strafing attack on Allied forces during the D-Day landings.
  • 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: Josef Bromberger
Triple: [J. Edward Bromberg, birthName, Josef Bromberger]
Generated description
Josef Bromberger, better known professionally as J. Edward Bromberg, was a Hungarian-American character actor active in mid-20th-century stage and film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Josef Bromberger
Target entity description: Josef Bromberger, better known professionally as J. Edward Bromberg, was a Hungarian-American character actor active in mid-20th-century stage and film.
  • A. Josef Bauer
    Josef Bauer is an Austrian local politician who serves as the mayor of the market town of Persenbeug-Gottsdorf in Lower Austria.
  • B. Josef Rieder
    Josef Rieder was an Austrian alpine skier best known for lighting the Olympic cauldron at the 1964 Winter Olympics in Innsbruck.
  • C. Josef Kranner
    Josef Kranner was a 19th-century Czech architect best known for his major role in the restoration and completion of Prague’s Gothic St. Vitus Cathedral.
  • D. Josef Sommer
    Josef Sommer is a German-born American character actor known for his versatile supporting roles in film, television, and theater.
  • E. Josef Priller
    Josef Priller was a renowned German Luftwaffe fighter ace of World War II, best known for his leadership and his famous low-level strafing attack on Allied forces during the D-Day landings.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e418d548190be1c73db76cb3aa8 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0590f57a6c8190b11b43fc79c2956b completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a0594f351fc8190bbc88900cdafbdde completed May 14, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_6a05962396e08190bcf4327b9c2b02ee completed May 14, 2026, 9:30 a.m.
Created at: April 9, 2026, 8:36 p.m.