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.