Triple

T10819402
Position Surface form Disambiguated ID Type / Status
Subject Don Beyer E255323 entity
Predicate birthName P65 FINISHED
Object Donald Sternoff Beyer Jr.
Donald Sternoff Beyer Jr. is an American politician, diplomat, and businessman who has served as the U.S. Representative for Virginia’s 8th congressional district and previously as U.S. Ambassador to Switzerland and Liechtenstein.
 E887780 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: Donald Sternoff Beyer Jr. | Statement: [Don Beyer, birthName, Donald Sternoff Beyer Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donald Sternoff Beyer Jr.
Context triple: [Don Beyer, birthName, Donald Sternoff Beyer Jr.]
  • A. David H. Steinberg
    David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
  • B. Albert R. Meyer
    Albert R. Meyer is an American computer scientist and professor at MIT known for his influential work in theoretical computer science and the foundations of computation.
  • C. Robert F. Bacher
    Robert F. Bacher was an American nuclear physicist and key leader in the Manhattan Project who later became a prominent figure in U.S. science policy and administration.
  • D. Allen G. Siegler
    Allen G. Siegler was an American cinematographer active during the early to mid-20th century, known for his work on numerous Hollywood films.
  • E. Larry A. Lebofsky
    Larry A. Lebofsky is an American astronomer known for his work in planetary science and the study of ring systems around planets.
  • 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: Donald Sternoff Beyer Jr.
Triple: [Don Beyer, birthName, Donald Sternoff Beyer Jr.]
Generated description
Donald Sternoff Beyer Jr. is an American politician, diplomat, and businessman who has served as the U.S. Representative for Virginia’s 8th congressional district and previously as U.S. Ambassador to Switzerland and Liechtenstein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Donald Sternoff Beyer Jr.
Target entity description: Donald Sternoff Beyer Jr. is an American politician, diplomat, and businessman who has served as the U.S. Representative for Virginia’s 8th congressional district and previously as U.S. Ambassador to Switzerland and Liechtenstein.
  • A. David H. Steinberg
    David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
  • B. Albert R. Meyer
    Albert R. Meyer is an American computer scientist and professor at MIT known for his influential work in theoretical computer science and the foundations of computation.
  • C. Robert F. Bacher
    Robert F. Bacher was an American nuclear physicist and key leader in the Manhattan Project who later became a prominent figure in U.S. science policy and administration.
  • D. Allen G. Siegler
    Allen G. Siegler was an American cinematographer active during the early to mid-20th century, known for his work on numerous Hollywood films.
  • E. Larry A. Lebofsky
    Larry A. Lebofsky is an American astronomer known for his work in planetary science and the study of ring systems around planets.
  • 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.