Triple
T14722814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Thornton |
E345857
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Marlborough Mills
Marlborough Mills is the large industrial cotton mill in Elizabeth Gaskell’s novel "North and South," central to the story’s depiction of Victorian-era manufacturing and class conflict.
|
E1115662
|
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: Marlborough Mills | Statement: [John Thornton, owns, Marlborough Mills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough Mills Context triple: [John Thornton, owns, Marlborough Mills]
-
A.
Burwell-Morgan Mill
Burwell-Morgan Mill is a historic 18th-century gristmill and museum in Millwood, Virginia, recognized as one of the oldest operable merchant mills in the state.
-
B.
Thiensville Mill
Thiensville Mill is a historic milling complex in Thiensville, Wisconsin, that reflects the village’s early industrial and agricultural development.
-
C.
Prallsville Mills
Prallsville Mills is a historic 18th- and 19th-century mill complex and cultural site located along the Delaware River in Hunterdon County, New Jersey.
-
D.
Hinchliffe Mill
Hinchliffe Mill is a small village in West Yorkshire, England, situated in the Holme Valley and historically associated with the local textile industry.
-
E.
Bunker Hill Mill
Bunker Hill Mill is a historic gristmill in Bunker Hill, West Virginia, recognized for its early industrial architecture and long-standing role in the region’s milling history.
- 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: Marlborough Mills Triple: [John Thornton, owns, Marlborough Mills]
Generated description
Marlborough Mills is the large industrial cotton mill in Elizabeth Gaskell’s novel "North and South," central to the story’s depiction of Victorian-era manufacturing and class conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlborough Mills Target entity description: Marlborough Mills is the large industrial cotton mill in Elizabeth Gaskell’s novel "North and South," central to the story’s depiction of Victorian-era manufacturing and class conflict.
-
A.
Burwell-Morgan Mill
Burwell-Morgan Mill is a historic 18th-century gristmill and museum in Millwood, Virginia, recognized as one of the oldest operable merchant mills in the state.
-
B.
Thiensville Mill
Thiensville Mill is a historic milling complex in Thiensville, Wisconsin, that reflects the village’s early industrial and agricultural development.
-
C.
Prallsville Mills
Prallsville Mills is a historic 18th- and 19th-century mill complex and cultural site located along the Delaware River in Hunterdon County, New Jersey.
-
D.
Hinchliffe Mill
Hinchliffe Mill is a small village in West Yorkshire, England, situated in the Holme Valley and historically associated with the local textile industry.
-
E.
Bunker Hill Mill
Bunker Hill Mill is a historic gristmill in Bunker Hill, West Virginia, recognized for its early industrial architecture and long-standing role in the region’s milling history.
- 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.