Triple

T6627910
Position Surface form Disambiguated ID Type / Status
Subject Arrow E149849 entity
Predicate starring P1507 FINISHED
Object Paul Blackthorne
Paul Blackthorne is a British actor best known for his role as Detective Quentin Lance on the television series "Arrow."
E611416 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: Paul Blackthorne | Statement: [Arrow, starring, Paul Blackthorne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Blackthorne
Context triple: [Arrow, starring, Paul Blackthorne]
  • A. Robert Thorn
    Robert Thorn is the American diplomat and adoptive father of the Antichrist child Damien in the 1976 horror film "The Omen."
  • B. Richard Allerton
    Richard Allerton was a member of the Allerton family associated with early colonial New England, known primarily as a relative of Mayflower passenger Isaac Allerton.
  • C. Tim Blackmore
    Tim Blackmore is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the Blackmore surname.
  • D. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • E. Christopher Thorn
    Christopher Thorn is an American musician best known as the guitarist for the alternative rock band Blind Melon.
  • 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: Paul Blackthorne
Triple: [Arrow, starring, Paul Blackthorne]
Generated description
Paul Blackthorne is a British actor best known for his role as Detective Quentin Lance on the television series "Arrow."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Blackthorne
Target entity description: Paul Blackthorne is a British actor best known for his role as Detective Quentin Lance on the television series "Arrow."
  • A. Robert Thorn
    Robert Thorn is the American diplomat and adoptive father of the Antichrist child Damien in the 1976 horror film "The Omen."
  • B. Richard Allerton
    Richard Allerton was a member of the Allerton family associated with early colonial New England, known primarily as a relative of Mayflower passenger Isaac Allerton.
  • C. Tim Blackmore
    Tim Blackmore is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the Blackmore surname.
  • D. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • E. Christopher Thorn
    Christopher Thorn is an American musician best known as the guitarist for the alternative rock band Blind Melon.
  • 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_69c687ee50048190aa151765bef16193 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afa2e4a48190ba3c70013bab14f2 completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f78f667c81908c2de74009c8e073 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f8453af88190b237c249bfbb4f8c completed March 27, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69c6f8d5630c8190913e8572a70b82c1 completed March 27, 2026, 9:38 p.m.
Created at: March 27, 2026, 1:59 p.m.