Triple

T15465358
Position Surface form Disambiguated ID Type / Status
Subject Welcome to Wrexham E372017 entity
Predicate executiveProducer P7225 FINISHED
Object Andrew Fried
Andrew Fried is a television and film producer known for his work on documentary and unscripted series, including serving as an executive producer on "Welcome to Wrexham."
E1213581 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: Andrew Fried | Statement: [Welcome to Wrexham, executiveProducer, Andrew Fried]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Fried
Context triple: [Welcome to Wrexham, executiveProducer, Andrew Fried]
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. Matt Firor
    Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
  • C. Andrew Mittman
    Andrew Mittman is a television and film producer known for his executive production work on series such as the Netflix show "Wednesday."
  • D. Patri Friedman
    Patri Friedman is an American libertarian activist and theorist best known for promoting seasteading and innovative approaches to governance and political experimentation.
  • E. Richard Fry
    Richard Fry is a personal name shared by multiple individuals, including professionals and public figures in various fields.
  • 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: Andrew Fried
Triple: [Welcome to Wrexham, executiveProducer, Andrew Fried]
Generated description
Andrew Fried is a television and film producer known for his work on documentary and unscripted series, including serving as an executive producer on "Welcome to Wrexham."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Fried
Target entity description: Andrew Fried is a television and film producer known for his work on documentary and unscripted series, including serving as an executive producer on "Welcome to Wrexham."
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. Matt Firor
    Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
  • C. Andrew Mittman
    Andrew Mittman is a television and film producer known for his executive production work on series such as the Netflix show "Wednesday."
  • D. Patri Friedman
    Patri Friedman is an American libertarian activist and theorist best known for promoting seasteading and innovative approaches to governance and political experimentation.
  • E. Richard Fry
    Richard Fry is a personal name shared by multiple individuals, including professionals and public figures in various fields.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f680cec8190836a5ec841dee224 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00456b590c8190949fd23cb5cec1e8 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a004771e5108190a7fd4f6e274e455a completed May 10, 2026, 8:53 a.m.
NED2 Entity disambiguation (via description) batch_6a00482646c88190a8e3a5299146b504 completed May 10, 2026, 8:56 a.m.
Created at: April 10, 2026, 3:33 a.m.