Triple

T5398053
Position Surface form Disambiguated ID Type / Status
Subject Detectorists E120705 entity
Predicate starring P1507 FINISHED
Object Aimee-Ffion Edwards
Aimee-Ffion Edwards is a Welsh actress known for her roles in television series such as Peaky Blinders, Skins, and Luther.
 E516721 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: Aimee-Ffion Edwards | Statement: [Detectorists, starring, Aimee-Ffion Edwards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aimee-Ffion Edwards
Context triple: [Detectorists, starring, Aimee-Ffion Edwards]
  • A. Ffion Hague
    Ffion Hague is a Welsh civil servant, management consultant, and author, known both for her professional career and as the wife of former UK Foreign Secretary William Hague.
  • B. Bethan Phillips
    Bethan Phillips was the wife of influential Welsh Protestant minister and preacher Martyn Lloyd-Jones.
  • C. Rhiannon Williams
    Rhiannon Williams is a daughter of Rowan Williams, the former Archbishop of Canterbury and prominent theologian.
  • D. Rhian Gittins
    Rhian Gittins is a Canadian woman best known for her brief marriage in the 1990s to Jane's Addiction and Red Hot Chili Peppers guitarist Dave Navarro.
  • E. Elin Jones
    Elin Jones is a Welsh politician who has served as the Presiding Officer (Llywydd) of the Senedd and is a prominent member of Plaid Cymru.
  • 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: Aimee-Ffion Edwards
Triple: [Detectorists, starring, Aimee-Ffion Edwards]
Generated description
Aimee-Ffion Edwards is a Welsh actress known for her roles in television series such as Peaky Blinders, Skins, and Luther.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aimee-Ffion Edwards
Target entity description: Aimee-Ffion Edwards is a Welsh actress known for her roles in television series such as Peaky Blinders, Skins, and Luther.
  • A. Ffion Hague
    Ffion Hague is a Welsh civil servant, management consultant, and author, known both for her professional career and as the wife of former UK Foreign Secretary William Hague.
  • B. Bethan Phillips
    Bethan Phillips was the wife of influential Welsh Protestant minister and preacher Martyn Lloyd-Jones.
  • C. Rhiannon Williams
    Rhiannon Williams is a daughter of Rowan Williams, the former Archbishop of Canterbury and prominent theologian.
  • D. Rhian Gittins
    Rhian Gittins is a Canadian woman best known for her brief marriage in the 1990s to Jane's Addiction and Red Hot Chili Peppers guitarist Dave Navarro.
  • E. Elin Jones
    Elin Jones is a Welsh politician who has served as the Presiding Officer (Llywydd) of the Senedd and is a prominent member of Plaid Cymru.
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87485d5c819096ae574b1badc9d5 completed March 20, 2026, 5:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3379aae881909217c29aee856e5d completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf33f58bc48190a3ac42d637f4a052 completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf34882fdc8190acab540c5ff07bd8 completed March 22, 2026, 12:15 a.m.
Created at: March 20, 2026, 2:04 p.m.