Triple

T5924904
Position Surface form Disambiguated ID Type / Status
Subject Edward Holcroft E131783 entity
Predicate portrayed P1668 FINISHED
Object Charlie Hesketh
Charlie Hesketh is a supporting antagonist in the Kingsman film series, known as a former Kingsman recruit who becomes a vengeful adversary to the organization.
E581361 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: Charlie Hesketh | Statement: [Edward Holcroft, portrayed, Charlie Hesketh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlie Hesketh
Context triple: [Edward Holcroft, portrayed, Charlie Hesketh]
  • A. Henry Flitcroft
    Henry Flitcroft was an 18th-century English Palladian architect known for designing prominent London churches and country houses.
  • B. Philip Hardwick
    Philip Hardwick was a prominent 19th-century English architect known for his influential industrial and railway architecture, including major works in London and Liverpool.
  • C. Cecil Kellaway
    Cecil Kellaway was a South African-born character actor known for his warm, avuncular screen presence in numerous Hollywood films from the 1930s through the 1960s.
  • D. Laurence Chaderton
    Laurence Chaderton was an English Puritan divine and scholar, best known as the first Master of Emmanuel College, Cambridge and as one of the translators of the King James Bible.
  • E. Ernest Marples
    Ernest Marples was a British Conservative politician who served as Minister of Transport in the late 1950s and early 1960s, overseeing major and often controversial changes to the UK’s transport infrastructure.
  • 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: Charlie Hesketh
Triple: [Edward Holcroft, portrayed, Charlie Hesketh]
Generated description
Charlie Hesketh is a supporting antagonist in the Kingsman film series, known as a former Kingsman recruit who becomes a vengeful adversary to the organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlie Hesketh
Target entity description: Charlie Hesketh is a supporting antagonist in the Kingsman film series, known as a former Kingsman recruit who becomes a vengeful adversary to the organization.
  • A. Henry Flitcroft
    Henry Flitcroft was an 18th-century English Palladian architect known for designing prominent London churches and country houses.
  • B. Philip Hardwick
    Philip Hardwick was a prominent 19th-century English architect known for his influential industrial and railway architecture, including major works in London and Liverpool.
  • C. Cecil Kellaway
    Cecil Kellaway was a South African-born character actor known for his warm, avuncular screen presence in numerous Hollywood films from the 1930s through the 1960s.
  • D. Laurence Chaderton
    Laurence Chaderton was an English Puritan divine and scholar, best known as the first Master of Emmanuel College, Cambridge and as one of the translators of the King James Bible.
  • E. Ernest Marples
    Ernest Marples was a British Conservative politician who served as Minister of Transport in the late 1950s and early 1960s, overseeing major and often controversial changes to the UK’s transport infrastructure.
  • 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_69c0085b75e88190a632f9691f9da48b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03852806c81908ba726c16adf3358 completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c518ad46ac8190803b7f9fe83f6684 completed March 26, 2026, 11:29 a.m.
NEDg Description generation batch_69c51dd8b7f08190add47eac00a3efed completed March 26, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c51e6d1d488190a8d3a5c2f6e8eb6c completed March 26, 2026, 11:54 a.m.
Created at: March 22, 2026, 4 p.m.