Triple

T20619867
Position Surface form Disambiguated ID Type / Status
Subject Star Trek: Short Treks E506670 entity
Predicate executiveProducer P7225 FINISHED
Object Aaron Harberts
Aaron Harberts is an American television writer and producer best known for his work on genre series such as Star Trek: Discovery and related projects.
E1441537 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: Aaron Harberts | Statement: [Star Trek: Short Treks, executiveProducer, Aaron Harberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aaron Harberts
Context triple: [Star Trek: Short Treks, executiveProducer, Aaron Harberts]
  • A. Aaron Harvey
    Aaron Harvey is a film director best known for his work on the crime thriller "Catch .44."
  • B. Aaron Hemphill
    Aaron Hemphill is an American multi-instrumentalist and songwriter best known as a founding member and key creative force in the experimental rock band Liars.
  • C. Quentin Hubbard
    Quentin Hubbard was the son of Scientology founder L. Ron Hubbard, known primarily for his troubled relationship with the Church and his early death under controversial circumstances.
  • D. Brian Hibbard
    Brian Hibbard was a Welsh actor and singer best known as the lead vocalist of the a cappella group The Flying Pickets and for numerous roles in British television and film.
  • E. Joe Hatchiban
    Joe Hatchiban is an Irish DJ and event organizer best known for creating and hosting the popular Bearpit Karaoke sessions in Berlin’s Mauerpark.
  • 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: Aaron Harberts
Triple: [Star Trek: Short Treks, executiveProducer, Aaron Harberts]
Generated description
Aaron Harberts is an American television writer and producer best known for his work on genre series such as Star Trek: Discovery and related projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aaron Harberts
Target entity description: Aaron Harberts is an American television writer and producer best known for his work on genre series such as Star Trek: Discovery and related projects.
  • A. Aaron Harvey
    Aaron Harvey is a film director best known for his work on the crime thriller "Catch .44."
  • B. Aaron Hemphill
    Aaron Hemphill is an American multi-instrumentalist and songwriter best known as a founding member and key creative force in the experimental rock band Liars.
  • C. Quentin Hubbard
    Quentin Hubbard was the son of Scientology founder L. Ron Hubbard, known primarily for his troubled relationship with the Church and his early death under controversial circumstances.
  • D. Brian Hibbard
    Brian Hibbard was a Welsh actor and singer best known as the lead vocalist of the a cappella group The Flying Pickets and for numerous roles in British television and film.
  • E. Joe Hatchiban
    Joe Hatchiban is an Irish DJ and event organizer best known for creating and hosting the popular Bearpit Karaoke sessions in Berlin’s Mauerpark.
  • 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_69e0b4bc90988190ac360aaf645efc1d completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6abe0e22c81909f6efe21518e33f0 completed April 20, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb1776588190923236057cfd1b8f completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bdd076f08190a6663d891d503a29 completed May 16, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a08be4eddbc8190b02a5b8b96ee6a29 completed May 16, 2026, 6:58 p.m.
Created at: April 16, 2026, 11:41 a.m.