Triple
T14722815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Thornton |
E345857
|
entity |
| Predicate | residence |
P75
|
FINISHED |
| Object |
Milton-Northern
Milton-Northern is the fictional industrial town in Elizabeth Gaskell’s novel "North and South," known for its cotton mills and as the home of mill owner John Thornton.
|
E1115663
|
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: Milton-Northern | Statement: [John Thornton, residence, Milton-Northern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton-Northern Context triple: [John Thornton, residence, Milton-Northern]
-
A.
City of Milton
The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
-
B.
Moulton
Moulton is a village and civil parish in the South Holland district of Lincolnshire, England, known for its historic church and rural character.
-
C.
Moulton
Moulton is a village and civil parish located in the county of Suffolk in eastern England.
-
D.
Marford
Marford is a village in Wrexham County Borough, Wales, known for its distinctive Gothic-style architecture and historic character.
-
E.
East Milton
East Milton is a residential neighborhood and commercial district within the town of Milton, Massachusetts, located just south of Boston.
- 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: Milton-Northern Triple: [John Thornton, residence, Milton-Northern]
Generated description
Milton-Northern is the fictional industrial town in Elizabeth Gaskell’s novel "North and South," known for its cotton mills and as the home of mill owner John Thornton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton-Northern Target entity description: Milton-Northern is the fictional industrial town in Elizabeth Gaskell’s novel "North and South," known for its cotton mills and as the home of mill owner John Thornton.
-
A.
City of Milton
The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
-
B.
Moulton
Moulton is a village and civil parish in the South Holland district of Lincolnshire, England, known for its historic church and rural character.
-
C.
Moulton
Moulton is a village and civil parish located in the county of Suffolk in eastern England.
-
D.
Marford
Marford is a village in Wrexham County Borough, Wales, known for its distinctive Gothic-style architecture and historic character.
-
E.
East Milton
East Milton is a residential neighborhood and commercial district within the town of Milton, Massachusetts, located just south of Boston.
- 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec25d56fc8190871873ca55d49272 |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf0957bb081908f1f382f3be8ec20 |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf440a03c8190886119ab3c8ab610 |
completed | May 8, 2026, 2:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf4f2acbc8190b51ee456093a2813 |
completed | May 8, 2026, 2:36 p.m. |
Created at: April 10, 2026, 1:29 a.m.