Triple

T12971918
Position Surface form Disambiguated ID Type / Status
Subject J. Edward Bromberg E321418 entity
Predicate familyName P18 FINISHED
Object Bromberger
Bromberger is a German-language surname borne by various notable individuals, including actors, scholars, and public figures.
 E1013593 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: Bromberger | Statement: [J. Edward Bromberg, familyName, Bromberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bromberger
Context triple: [J. Edward Bromberg, familyName, Bromberger]
  • A. Bromfman
    Bromfman is a surname most notably associated with Brazilian composer and music producer Pedro Bromfman, known for his work on film and television scores.
  • B. Bomowski
    Bomowski is a surname most notably associated with the fictional character Tutty Bomowski.
  • C. Eberl
    Eberl is a German-language surname of Austrian and Bavarian origin borne by various notable individuals.
  • D. Bamberger
    Bamberger is a German-origin surname notably associated with the American philanthropist and department-store co-founder Caroline Bamberger Fuld.
  • E. Kronberger
    Kronberger is a German-language surname borne by various individuals, including the Austrian alpine skier Franziska Kronberger.
  • 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: Bromberger
Triple: [J. Edward Bromberg, familyName, Bromberger]
Generated description
Bromberger is a German-language surname borne by various notable individuals, including actors, scholars, and public figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bromberger
Target entity description: Bromberger is a German-language surname borne by various notable individuals, including actors, scholars, and public figures.
  • A. Bromfman
    Bromfman is a surname most notably associated with Brazilian composer and music producer Pedro Bromfman, known for his work on film and television scores.
  • B. Bomowski
    Bomowski is a surname most notably associated with the fictional character Tutty Bomowski.
  • C. Eberl
    Eberl is a German-language surname of Austrian and Bavarian origin borne by various notable individuals.
  • D. Bamberger
    Bamberger is a German-origin surname notably associated with the American philanthropist and department-store co-founder Caroline Bamberger Fuld.
  • E. Kronberger
    Kronberger is a German-language surname borne by various individuals, including the Austrian alpine skier Franziska Kronberger.
  • 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_69f6b8ea91f08190b1daf6d05621acf9 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9a1ca54819085da2ca592bf5219 completed May 3, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:36 p.m.