Triple

T8074919
Position Surface form Disambiguated ID Type / Status
Subject Brigid Berlin E188466 entity
Predicate parent P120 FINISHED
Object Richard E. Berlin
Richard E. Berlin was an American newspaper executive best known as the longtime president and CEO of the Hearst Corporation.
 E722474 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: Richard E. Berlin | Statement: [Brigid Berlin, parent, Richard E. Berlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richard E. Berlin
Context triple: [Brigid Berlin, parent, Richard E. Berlin]
  • A. Bernard J. Rothlein
    Bernard J. Rothlein is an American engineer and entrepreneur best known as one of the founders of the semiconductor company National Semiconductor.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. Robert M. Speer
    Robert M. Speer was an American public official who served as the United States Assistant Secretary of the Army (Financial Management and Comptroller) and later as acting Secretary of the Army.
  • D. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • E. Thomas F. Hofmann
    Thomas F. Hofmann is a German food chemist and academic leader who serves as president of the Technical University of Munich.
  • 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: Richard E. Berlin
Triple: [Brigid Berlin, parent, Richard E. Berlin]
Generated description
Richard E. Berlin was an American newspaper executive best known as the longtime president and CEO of the Hearst Corporation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richard E. Berlin
Target entity description: Richard E. Berlin was an American newspaper executive best known as the longtime president and CEO of the Hearst Corporation.
  • A. Bernard J. Rothlein
    Bernard J. Rothlein is an American engineer and entrepreneur best known as one of the founders of the semiconductor company National Semiconductor.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. Robert M. Speer
    Robert M. Speer was an American public official who served as the United States Assistant Secretary of the Army (Financial Management and Comptroller) and later as acting Secretary of the Army.
  • D. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • E. Thomas F. Hofmann
    Thomas F. Hofmann is a German food chemist and academic leader who serves as president of the Technical University of Munich.
  • 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb404c513c8190af54d6d6b6d1a81d completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6769c6948190805188b09c16bed4 completed April 1, 2026, 6:43 p.m.
NEDg Description generation batch_69cd6d4fa17481909f28ad7eb9bceb42 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7da4f3a0819080eed3d03c293789 completed April 1, 2026, 8:18 p.m.
Created at: March 30, 2026, 5:27 p.m.