Triple

T17927168
Position Surface form Disambiguated ID Type / Status
Subject Kewanee, Illinois E448226 entity
Predicate hasHistoricIndustry P3008 FINISHED
Object Walworth Manufacturing Company
Walworth Manufacturing Company was a prominent industrial firm in Kewanee, Illinois, best known for producing valves and related metal products that contributed significantly to the city’s manufacturing heritage.
E1296896 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: Walworth Manufacturing Company | Statement: [Kewanee, Illinois, hasHistoricIndustry, Walworth Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walworth Manufacturing Company
Context triple: [Kewanee, Illinois, hasHistoricIndustry, Walworth Manufacturing Company]
  • A. Walker Manufacturing Company
    Walker Manufacturing Company was the business enterprise founded by Madam C. J. Walker that produced and sold her pioneering hair care products for African American women.
  • B. Hamilton Manufacturing Company
    Hamilton Manufacturing Company was an early 19th-century New England textile firm created by the Boston Associates as part of their pioneering industrial ventures in the American cotton industry.
  • C. Hathaway Manufacturing Company
    Hathaway Manufacturing Company was a New England textile firm that later became part of Warren Buffett’s conglomerate Berkshire Hathaway.
  • D. Manchester Manufacturing Company
    Manchester Manufacturing Company was a textile enterprise established in Georgia by industrialist Fuller E. Callaway as part of his early 20th-century ventures in the Southern cotton mill industry.
  • E. Nashua Manufacturing Company
    Nashua Manufacturing Company was a prominent 19th- and early 20th-century textile manufacturer that played a central role in the industrial and economic development of Nashua, New Hampshire.
  • 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: Walworth Manufacturing Company
Triple: [Kewanee, Illinois, hasHistoricIndustry, Walworth Manufacturing Company]
Generated description
Walworth Manufacturing Company was a prominent industrial firm in Kewanee, Illinois, best known for producing valves and related metal products that contributed significantly to the city’s manufacturing heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walworth Manufacturing Company
Target entity description: Walworth Manufacturing Company was a prominent industrial firm in Kewanee, Illinois, best known for producing valves and related metal products that contributed significantly to the city’s manufacturing heritage.
  • A. Walker Manufacturing Company
    Walker Manufacturing Company was the business enterprise founded by Madam C. J. Walker that produced and sold her pioneering hair care products for African American women.
  • B. Hamilton Manufacturing Company
    Hamilton Manufacturing Company was an early 19th-century New England textile firm created by the Boston Associates as part of their pioneering industrial ventures in the American cotton industry.
  • C. Hathaway Manufacturing Company
    Hathaway Manufacturing Company was a New England textile firm that later became part of Warren Buffett’s conglomerate Berkshire Hathaway.
  • D. Manchester Manufacturing Company
    Manchester Manufacturing Company was a textile enterprise established in Georgia by industrialist Fuller E. Callaway as part of his early 20th-century ventures in the Southern cotton mill industry.
  • E. Nashua Manufacturing Company
    Nashua Manufacturing Company was a prominent 19th- and early 20th-century textile manufacturer that played a central role in the industrial and economic development of Nashua, New Hampshire.
  • 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_69d8b9f79d14819095540856928f0e25 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4a54f29a88190b035d8473765bde5 completed April 19, 2026, 9:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a032136546c81909556406f96f8c04b completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a032282ce908190a484708ec9995d60 completed May 12, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_6a032466070c819084e17d0bf5612844 completed May 12, 2026, 1 p.m.
Created at: April 10, 2026, 10:20 a.m.