Triple

T10819378
Position Surface form Disambiguated ID Type / Status
Subject Don Beyer E255323 entity
Predicate familyName P18 FINISHED
Object Beyer
Beyer is a surname of German origin borne by various notable individuals across politics, arts, and other fields.
 E887775 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: Beyer | Statement: [Don Beyer, familyName, Beyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beyer
Context triple: [Don Beyer, familyName, Beyer]
  • A. Leumann
    Leumann is a surname of likely Germanic or Swiss origin borne by individuals such as academic and public figure Christian Leumann.
  • B. Altmeyer
    Altmeyer is a surname most notably associated with Arthur J. Altmeyer, a key architect of the U.S. Social Security system.
  • C. Baer
    Baer is a surname most notably associated with American actor and boxer Max Baer Sr.
  • D. Royer
    Royer was a costume designer known for his work on classic Hollywood films, including the 1939 drama "The Rains Came."
  • E. Beyton
    Beyton is a small rural village and civil parish in the English county of Suffolk, known for its traditional village green and historic buildings.
  • 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: Beyer
Triple: [Don Beyer, familyName, Beyer]
Generated description
Beyer is a surname of German origin borne by various notable individuals across politics, arts, and other fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beyer
Target entity description: Beyer is a surname of German origin borne by various notable individuals across politics, arts, and other fields.
  • A. Leumann
    Leumann is a surname of likely Germanic or Swiss origin borne by individuals such as academic and public figure Christian Leumann.
  • B. Altmeyer
    Altmeyer is a surname most notably associated with Arthur J. Altmeyer, a key architect of the U.S. Social Security system.
  • C. Baer
    Baer is a surname most notably associated with American actor and boxer Max Baer Sr.
  • D. Royer
    Royer was a costume designer known for his work on classic Hollywood films, including the 1939 drama "The Rains Came."
  • E. Beyton
    Beyton is a small rural village and civil parish in the English county of Suffolk, known for its traditional village green and historic buildings.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734492be88190874ea0ba4d0fa643 completed April 9, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8569178481909474e939a3e4c217 completed April 14, 2026, 6:20 p.m.
NEDg Description generation batch_69de8955b9d8819086ff98efbff6c7a0 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8f4a318c819086559fd53506ab29 completed April 14, 2026, 7:02 p.m.
Created at: April 8, 2026, 9:18 p.m.