Triple

T22542668
Position Surface form Disambiguated ID Type / Status
Subject The Texas Chainsaw Massacre: The Beginning E557334 entity
Predicate stars P1956 FINISHED
Object Taylor Handley
Taylor Handley is an American actor known for his roles in film and television, including appearances in horror and teen drama projects.
E1542528 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: Taylor Handley | Statement: [The Texas Chainsaw Massacre: The Beginning, stars, Taylor Handley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taylor Handley
Context triple: [The Texas Chainsaw Massacre: The Beginning, stars, Taylor Handley]
  • A. Amanda Holden
    Amanda Holden is a British actress, television presenter, and media personality best known as a long-standing judge on the talent show "Britain's Got Talent."
  • B. Hadley Fraser
    Hadley Fraser is a British actor and singer best known for his work in West End musical theatre and roles in productions such as Les Misérables and The Phantom of the Opera.
  • C. Lucy-Jo Hudson
    Lucy-Jo Hudson is an English actress known for her roles in British television dramas and soap operas.
  • D. Olivia Edmonds
    Olivia Edmonds is the daughter of Helen Soby and is primarily known in relation to her family background.
  • E. Emma Hart
    Emma Hart was the birth name of Emma Hamilton, the famed 18th-century English socialite and muse best known for her relationship with Admiral Horatio Nelson.
  • 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: Taylor Handley
Triple: [The Texas Chainsaw Massacre: The Beginning, stars, Taylor Handley]
Generated description
Taylor Handley is an American actor known for his roles in film and television, including appearances in horror and teen drama projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taylor Handley
Target entity description: Taylor Handley is an American actor known for his roles in film and television, including appearances in horror and teen drama projects.
  • A. Amanda Holden
    Amanda Holden is a British actress, television presenter, and media personality best known as a long-standing judge on the talent show "Britain's Got Talent."
  • B. Hadley Fraser
    Hadley Fraser is a British actor and singer best known for his work in West End musical theatre and roles in productions such as Les Misérables and The Phantom of the Opera.
  • C. Lucy-Jo Hudson
    Lucy-Jo Hudson is an English actress known for her roles in British television dramas and soap operas.
  • D. Olivia Edmonds
    Olivia Edmonds is the daughter of Helen Soby and is primarily known in relation to her family background.
  • E. Emma Hart
    Emma Hart was the birth name of Emma Hamilton, the famed 18th-century English socialite and muse best known for her relationship with Admiral Horatio Nelson.
  • 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_69e11e58662081909ae346ab384514ca completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f330a40819098df6a9b0f27635e completed April 29, 2026, 1:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1de9005c8190865ce7c0042c073c completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b2560f8b08190aaba573e06d38d55 completed May 18, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0b2729328481908faf3f88acfc9de1 completed May 18, 2026, 2:50 p.m.
Created at: April 16, 2026, 8:51 p.m.