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.