Triple

T14723108
Position Surface form Disambiguated ID Type / Status
Subject Berlin Station E345863 entity
Predicate executiveProducer P7225 FINISHED
Object Bradford Winters
Bradford Winters is an American television writer and producer known for his work on series such as "Berlin Station" and "Oz."
 E1115681 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: Bradford Winters | Statement: [Berlin Station, executiveProducer, Bradford Winters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bradford Winters
Context triple: [Berlin Station, executiveProducer, Bradford Winters]
  • A. Mathew Bell
    Mathew Bell was a prominent 19th-century Canadian businessman and political figure associated with the conservative anglophone elite that dominated Lower Canada’s economic and political life.
  • B. Christopher Vinton
    Christopher Vinton is one of the children of American pop singer and entertainer Bobby Vinton.
  • C. Martin Hinton
    Martin Hinton is a notable individual recognized for sharing the surname associated with the Hinton family name.
  • D. Bruce Hough
    Bruce Hough is an American businessman and political figure best known as the father of professional dancer and actress Julianne Hough.
  • E. Sam McCandlish
    Sam McCandlish is a machine learning researcher known for his work on large-scale language models and contributions to influential AI research at OpenAI.
  • 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: Bradford Winters
Triple: [Berlin Station, executiveProducer, Bradford Winters]
Generated description
Bradford Winters is an American television writer and producer known for his work on series such as "Berlin Station" and "Oz."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bradford Winters
Target entity description: Bradford Winters is an American television writer and producer known for his work on series such as "Berlin Station" and "Oz."
  • A. Mathew Bell
    Mathew Bell was a prominent 19th-century Canadian businessman and political figure associated with the conservative anglophone elite that dominated Lower Canada’s economic and political life.
  • B. Christopher Vinton
    Christopher Vinton is one of the children of American pop singer and entertainer Bobby Vinton.
  • C. Martin Hinton
    Martin Hinton is a notable individual recognized for sharing the surname associated with the Hinton family name.
  • D. Bruce Hough
    Bruce Hough is an American businessman and political figure best known as the father of professional dancer and actress Julianne Hough.
  • E. Sam McCandlish
    Sam McCandlish is a machine learning researcher known for his work on large-scale language models and contributions to influential AI research at OpenAI.
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec25e9a14819081fa06fc601f295d completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0957bb081908f1f382f3be8ec20 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf440a03c8190886119ab3c8ab610 completed May 8, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69fdf4f2acbc8190b51ee456093a2813 completed May 8, 2026, 2:36 p.m.
Created at: April 10, 2026, 1:29 a.m.