Triple

T23153200
Position Surface form Disambiguated ID Type / Status
Subject Smart People E578372 entity
Predicate starring P1507 FINISHED
Object Ashton Holmes
Ashton Holmes is an American actor known for his roles in films like "A History of Violence" and TV series such as "Revenge" and "Boston Legal."
E1574206 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: Ashton Holmes | Statement: [Smart People, starring, Ashton Holmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashton Holmes
Context triple: [Smart People, starring, Ashton Holmes]
  • A. Ashton Hogan
    Ashton Hogan is a writer known for contributing to the creation and development of the work titled "Formation."
  • B. Frank Ashton
    Frank Ashton is the young, upper-class protagonist of the 1988 British romantic drama film "A Summer Story," whose brief but intense love affair in the Devon countryside drives the film’s central tragedy.
  • C. Ashton Stevens
    Ashton Stevens was an influential early 20th-century American drama critic known for his incisive theater reviews and support of emerging playwrights.
  • D. Jonathan Hensleigh
    Jonathan Hensleigh is an American screenwriter and film director known for his work on action films such as "Die Hard with a Vengeance" and "The Punisher."
  • E. Aaron Littleton
    Aaron Littleton is a fictional child character from the television series "Lost," notable as the baby of Claire Littleton who becomes closely cared for by Charlie Pace.
  • 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: Ashton Holmes
Triple: [Smart People, starring, Ashton Holmes]
Generated description
Ashton Holmes is an American actor known for his roles in films like "A History of Violence" and TV series such as "Revenge" and "Boston Legal."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashton Holmes
Target entity description: Ashton Holmes is an American actor known for his roles in films like "A History of Violence" and TV series such as "Revenge" and "Boston Legal."
  • A. Ashton Hogan
    Ashton Hogan is a writer known for contributing to the creation and development of the work titled "Formation."
  • B. Frank Ashton
    Frank Ashton is the young, upper-class protagonist of the 1988 British romantic drama film "A Summer Story," whose brief but intense love affair in the Devon countryside drives the film’s central tragedy.
  • C. Ashton Stevens
    Ashton Stevens was an influential early 20th-century American drama critic known for his incisive theater reviews and support of emerging playwrights.
  • D. Jonathan Hensleigh
    Jonathan Hensleigh is an American screenwriter and film director known for his work on action films such as "Die Hard with a Vengeance" and "The Punisher."
  • E. Aaron Littleton
    Aaron Littleton is a fictional child character from the television series "Lost," notable as the baby of Claire Littleton who becomes closely cared for by Charlie Pace.
  • 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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efaa1fc81908fb1987dbf732f46 completed April 29, 2026, 4:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c309c3da48190b07c64b10fda58ff completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c31dd458c8190b8e98870dd5e19c5 completed May 19, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c325f5c248190b35e2c88b384ac31 completed May 19, 2026, 9:50 a.m.
Created at: April 17, 2026, 4:01 p.m.