Triple

T17714847
Position Surface form Disambiguated ID Type / Status
Subject Home Improvement E442168 entity
Predicate starring P1507 FINISHED
Object Zachery Ty Bryan
Zachery Ty Bryan is an American actor best known for playing Brad Taylor, the eldest son, on the 1990s sitcom "Home Improvement."
E1284389 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: Zachery Ty Bryan | Statement: [Home Improvement, starring, Zachery Ty Bryan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zachery Ty Bryan
Context triple: [Home Improvement, starring, Zachery Ty Bryan]
  • A. Jake Wyatt
    Jake Wyatt is a comic book artist and writer best known for co-creating the Spider-Verse character Peni Parker.
  • B. Dylan Scott
    Dylan Scott is an American country music singer and songwriter known for hits like "My Girl" and "Hooked."
  • C. Zack Brown
    Zack Brown is one of the two main protagonists in the romantic comedy film "Zack and Miri Make a Porno," where he and his friend Miri decide to make an adult film to solve their financial problems.
  • D. Ryan Hurd
    Ryan Hurd is an American country singer-songwriter known for both his solo work and his songwriting for other prominent country artists, as well as his collaborations with Maren Morris.
  • E. Dustin Lynch
    Dustin Lynch is an American country music singer and songwriter known for hits like "Small Town Boy" and "Ridin' Roads."
  • 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: Zachery Ty Bryan
Triple: [Home Improvement, starring, Zachery Ty Bryan]
Generated description
Zachery Ty Bryan is an American actor best known for playing Brad Taylor, the eldest son, on the 1990s sitcom "Home Improvement."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zachery Ty Bryan
Target entity description: Zachery Ty Bryan is an American actor best known for playing Brad Taylor, the eldest son, on the 1990s sitcom "Home Improvement."
  • A. Jake Wyatt
    Jake Wyatt is a comic book artist and writer best known for co-creating the Spider-Verse character Peni Parker.
  • B. Dylan Scott
    Dylan Scott is an American country music singer and songwriter known for hits like "My Girl" and "Hooked."
  • C. Zack Brown
    Zack Brown is one of the two main protagonists in the romantic comedy film "Zack and Miri Make a Porno," where he and his friend Miri decide to make an adult film to solve their financial problems.
  • D. Ryan Hurd
    Ryan Hurd is an American country singer-songwriter known for both his solo work and his songwriting for other prominent country artists, as well as his collaborations with Maren Morris.
  • E. Dustin Lynch
    Dustin Lynch is an American country music singer and songwriter known for hits like "Small Town Boy" and "Ridin' Roads."
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4747f217081909010f396caaf03be completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a023029aa808190bfacd42036a2f673 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a0231835c748190b6908d6ddb5f25b4 completed May 11, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_6a0232033f788190b0be2d3976ed57e4 completed May 11, 2026, 7:46 p.m.
Created at: April 10, 2026, 10:06 a.m.