Triple

T6795779
Position Surface form Disambiguated ID Type / Status
Subject Outlander E156049 entity
Predicate executiveProducer P7225 FINISHED
Object Matthew B. Roberts
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
E644146 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: Matthew B. Roberts | Statement: [Outlander, executiveProducer, Matthew B. Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew B. Roberts
Context triple: [Outlander, executiveProducer, Matthew B. Roberts]
  • A. Jonathan Roberts
    Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
  • B. W. Blake Herron
    W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
  • C. Justin E. Driscoll
    Justin E. Driscoll is an American energy executive who leads the New York Power Authority, the nation’s largest state-owned electric utility.
  • D. Jonathan M. Daniels
    Jonathan M. Daniels was a civil rights activist and Episcopal seminarian who was killed in 1965 while protecting a young Black girl during the struggle for racial equality in Alabama.
  • E. David Ray Roberts
    David Ray Roberts is a former Major League Baseball outfielder and current manager, best known for his pivotal stolen base in the 2004 ALCS with the Boston Red Sox and for managing the Los Angeles Dodgers.
  • 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: Matthew B. Roberts
Triple: [Outlander, executiveProducer, Matthew B. Roberts]
Generated description
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew B. Roberts
Target entity description: Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
  • A. Jonathan Roberts
    Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
  • B. W. Blake Herron
    W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
  • C. Justin E. Driscoll
    Justin E. Driscoll is an American energy executive who leads the New York Power Authority, the nation’s largest state-owned electric utility.
  • D. Jonathan M. Daniels
    Jonathan M. Daniels was a civil rights activist and Episcopal seminarian who was killed in 1965 while protecting a young Black girl during the struggle for racial equality in Alabama.
  • E. David Ray Roberts
    David Ray Roberts is a former Major League Baseball outfielder and current manager, best known for his pivotal stolen base in the 2004 ALCS with the Boston Red Sox and for managing the Los Angeles Dodgers.
  • 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_69c6881844448190a65822d9b39d7f88 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2c6e7dc8190b1f33372d047baba completed March 27, 2026, 6:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a30754cc8190beeb97b48c167a15 completed March 28, 2026, 9:44 a.m.
NEDg Description generation batch_69c7a45ce628819085343c30f2886a95 completed March 28, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7a60ac4348190a623522f2d8199e9 completed March 28, 2026, 9:57 a.m.
Created at: March 27, 2026, 2:15 p.m.