Triple

T7642163
Position Surface form Disambiguated ID Type / Status
Subject Andor E173033 entity
Predicate leadDirector P255 FINISHED
Object Toby Haynes
Toby Haynes is a British television director known for his work on high-profile genre series such as Doctor Who, Sherlock, and the Star Wars series Andor.
E678583 NE FINISHED

How this triple was built (5 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: Toby Haynes | Statement: [Andor, leadDirector, Toby Haynes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Haynes
Context triple: [Andor, leadDirector, Toby Haynes]
  • A. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • B. Toby Halbrooks
    Toby Halbrooks is an American filmmaker and screenwriter known for his frequent collaborations with director David Lowery on independent and studio films.
  • C. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • D. Toby Wright
    Toby Wright is an American record producer and engineer best known for his work on influential rock and metal albums, including projects with Alice in Chains.
  • E. Toby Matthew
    Toby Matthew was an English clergyman and Archbishop of York who played a significant role in early 17th-century religious and political affairs under James I.
  • 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: Toby Haynes
Triple: [Andor, leadDirector, Toby Haynes]
Generated description
Toby Haynes is a British television director known for his work on high-profile genre series such as Doctor Who, Sherlock, and the Star Wars series Andor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Haynes
Target entity description: Toby Haynes is a British television director known for his work on high-profile genre series such as Doctor Who, Sherlock, and the Star Wars series Andor.
  • A. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • B. Toby Halbrooks
    Toby Halbrooks is an American filmmaker and screenwriter known for his frequent collaborations with director David Lowery on independent and studio films.
  • C. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • D. Toby Wright
    Toby Wright is an American record producer and engineer best known for his work on influential rock and metal albums, including projects with Alice in Chains.
  • E. Toby Matthew
    Toby Matthew was an English clergyman and Archbishop of York who played a significant role in early 17th-century religious and political affairs under James I.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: leadDirector
Context triple: [Andor, leadDirector, Toby Haynes]
  • A. leadActorAlsoDirector
    Indicates that the person who plays the lead acting role in a production is also the director of that same production.
  • B. leadingOrgan
    Indicates that one entity serves as the primary or most responsible organizing body or authority for another entity or activity.
  • C. foundingDirector
    Indicates that one entity is the original director who established or helped establish the other entity (such as an organization, project, or institution).
  • D. directorSince
    Indicates that one entity has held the role of director for another entity starting from a specified point in time.
  • E. director chosen
    Indicates that one entity serves as the director (creative or managerial leader) of another entity, such as a film, organization, or project.
  • F. None of above.

Provenance (6 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_69c6995360188190968ee57b72a1627f completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6facefbe08190882bd76cf3cd605e completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870d1008c8190898a582a82038e48 completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c8735af3b881908459a94c4d25e339 completed March 29, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_69c8745f29608190aca3bbfe76a877a1 completed March 29, 2026, 12:37 a.m.
PD Predicate disambiguation batch_69c6f4e8cadc8190b7977fcd213954dd completed March 27, 2026, 9:21 p.m.
Created at: March 27, 2026, 3:58 p.m.