Triple

T16166849
Position Surface form Disambiguated ID Type / Status
Subject A Kind of Loving E392324 entity
Predicate hasCastMember P2308 FINISHED
Object John Middleton
John Middleton is an English actor best known for his long-running role as vicar Ashley Thomas in the ITV soap opera "Emmerdale."
E1197489 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: John Middleton | Statement: [A Kind of Loving, hasCastMember, John Middleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Middleton
Context triple: [A Kind of Loving, hasCastMember, John Middleton]
  • A. John Middleton
    John Middleton was an American statesman from South Carolina who served as a delegate to the Continental Congress during the Revolutionary era.
  • B. Joseph Hepworth
    Joseph Hepworth was a 19th-century British clothing manufacturer and entrepreneur whose tailoring business evolved into what is now the fashion retailer Next plc.
  • C. John Windsor
    John Windsor was the engineer responsible for designing Dublin’s iconic cast-iron Ha'penny Bridge over the River Liffey.
  • D. Joseph Addison Alexander
    Joseph Addison Alexander was a 19th-century American Presbyterian theologian, biblical scholar, and professor at Princeton Theological Seminary known for his influential commentaries on Scripture.
  • E. Edward Maltby
    Edward Maltby was a 19th-century English clergyman who served as Bishop of Chichester and later Bishop of Durham in the Church of England.
  • 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: John Middleton
Triple: [A Kind of Loving, hasCastMember, John Middleton]
Generated description
John Middleton is an English actor best known for his long-running role as vicar Ashley Thomas in the ITV soap opera "Emmerdale."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Middleton
Target entity description: John Middleton is an English actor best known for his long-running role as vicar Ashley Thomas in the ITV soap opera "Emmerdale."
  • A. John Middleton
    John Middleton was an American statesman from South Carolina who served as a delegate to the Continental Congress during the Revolutionary era.
  • B. Joseph Hepworth
    Joseph Hepworth was a 19th-century British clothing manufacturer and entrepreneur whose tailoring business evolved into what is now the fashion retailer Next plc.
  • C. John Windsor
    John Windsor was the engineer responsible for designing Dublin’s iconic cast-iron Ha'penny Bridge over the River Liffey.
  • D. Joseph Addison Alexander
    Joseph Addison Alexander was a 19th-century American Presbyterian theologian, biblical scholar, and professor at Princeton Theological Seminary known for his influential commentaries on Scripture.
  • E. Edward Maltby
    Edward Maltby was a 19th-century English clergyman who served as Bishop of Chichester and later Bishop of Durham in the Church of England.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21eb3ec4c81908d4e5c0f39a85900 completed April 17, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7b96bf08190b23bd3b705a34c61 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff87caefc8190836d690dfb2523f9 completed May 10, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fff98b3d7c8190bb284321d17f58e2 completed May 10, 2026, 3:20 a.m.
Created at: April 10, 2026, 5:02 a.m.