Triple

T5018928
Position Surface form Disambiguated ID Type / Status
Subject Matt Duffer E112801 entity
Predicate writingPartner P49107 FINISHED
Object Ross Duffer
Ross Duffer is an American television writer, director, and producer best known as one half of the Duffer Brothers, the creators of the hit Netflix series "Stranger Things."
E112801 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: Ross Duffer | Statement: [Matt Duffer, writingPartner, Ross Duffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross Duffer
Context triple: [Matt Duffer, writingPartner, Ross Duffer]
  • A. Geoff Barrow
    Geoff Barrow is a British musician and producer best known as a founding member of the band Portishead and for his work scoring films and television.
  • B. Matt Duffer
    Matt Duffer is an American television writer, director, and producer best known as one half of the Duffer Brothers, the duo behind the hit Netflix sci-fi horror series "Stranger Things."
  • C. Paul Epworth
    Paul Epworth is a British record producer and songwriter renowned for his work with artists like Adele, Florence and the Machine, and Bloc Party, earning multiple Grammy and BRIT Awards.
  • D. Grant Kirkhope
    Grant Kirkhope is a British composer and musician best known for creating iconic soundtracks for classic video games such as Banjo-Kazooie, GoldenEye 007, and the Donkey Kong series.
  • E. Simon Fuller
    Simon Fuller is a British entertainment executive and entrepreneur best known for creating the global "Idol" television franchise and managing major pop acts such as the Spice Girls.
  • 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: Ross Duffer
Triple: [Matt Duffer, writingPartner, Ross Duffer]
Generated description
Ross Duffer is an American television writer, director, and producer best known as one half of the Duffer Brothers, the creators of the hit Netflix series "Stranger Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ross Duffer
Target entity description: Ross Duffer is an American television writer, director, and producer best known as one half of the Duffer Brothers, the creators of the hit Netflix series "Stranger Things."
  • A. Geoff Barrow
    Geoff Barrow is a British musician and producer best known as a founding member of the band Portishead and for his work scoring films and television.
  • B. Matt Duffer chosen
    Matt Duffer is an American television writer, director, and producer best known as one half of the Duffer Brothers, the duo behind the hit Netflix sci-fi horror series "Stranger Things."
  • C. Paul Epworth
    Paul Epworth is a British record producer and songwriter renowned for his work with artists like Adele, Florence and the Machine, and Bloc Party, earning multiple Grammy and BRIT Awards.
  • D. Grant Kirkhope
    Grant Kirkhope is a British composer and musician best known for creating iconic soundtracks for classic video games such as Banjo-Kazooie, GoldenEye 007, and the Donkey Kong series.
  • E. Simon Fuller
    Simon Fuller is a British entertainment executive and entrepreneur best known for creating the global "Idol" television franchise and managing major pop acts such as the Spice Girls.
  • F. None of above.

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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73415e088190802f9bb283262386 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c5e06fc8190bdd875c04cefd789 completed March 21, 2026, 1:25 p.m.
NEDg Description generation batch_69be9e2508bc81909f24dd56e01d83fa completed March 21, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69be9e9b2d5c81908df67c69e7e96619 completed March 21, 2026, 1:35 p.m.
Created at: March 20, 2026, 1:35 p.m.