Triple

T17924430
Position Surface form Disambiguated ID Type / Status
Subject Albert Edward Kemp E448154 entity
Predicate employer P7 FINISHED
Object Kemp Manufacturing Company
Kemp Manufacturing Company was a Canadian industrial firm associated with businessman and politician Albert Edward Kemp, reflecting his interests in manufacturing and commerce.
 E1296867 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: Kemp Manufacturing Company | Statement: [Albert Edward Kemp, employer, Kemp Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kemp Manufacturing Company
Context triple: [Albert Edward Kemp, employer, Kemp 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. Ehmke Manufacturing Company
    Ehmke Manufacturing Company is an American industrial manufacturer known for producing specialized textile and fabric products, originally established by former Major League Baseball pitcher Howard Ehmke.
  • C. Humphrey-Weidman Company
    The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
  • D. Dickson Manufacturing Company
    Dickson Manufacturing Company was a historic American builder of steam locomotives and industrial machinery that later became part of the American Locomotive Company through merger.
  • 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: Kemp Manufacturing Company
Triple: [Albert Edward Kemp, employer, Kemp Manufacturing Company]
Generated description
Kemp Manufacturing Company was a Canadian industrial firm associated with businessman and politician Albert Edward Kemp, reflecting his interests in manufacturing and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kemp Manufacturing Company
Target entity description: Kemp Manufacturing Company was a Canadian industrial firm associated with businessman and politician Albert Edward Kemp, reflecting his interests in manufacturing and commerce.
  • 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. Ehmke Manufacturing Company
    Ehmke Manufacturing Company is an American industrial manufacturer known for producing specialized textile and fabric products, originally established by former Major League Baseball pitcher Howard Ehmke.
  • C. Humphrey-Weidman Company
    The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
  • D. Dickson Manufacturing Company
    Dickson Manufacturing Company was a historic American builder of steam locomotives and industrial machinery that later became part of the American Locomotive Company through merger.
  • 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_69e4a54cf8188190b9bd676443418c23 completed April 19, 2026, 9:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0321327e4c8190bdc90976312a9913 completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a032313086c8190b3c6c657a98942c0 completed May 12, 2026, 12:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0323f4a2c48190914075393ab1aca7 completed May 12, 2026, 12:58 p.m.
Created at: April 10, 2026, 10:20 a.m.