Triple

T14952036
Position Surface form Disambiguated ID Type / Status
Subject Nashua Manufacturing Company Historic District E372817 entity
Predicate associatedWith P37 FINISHED
Object 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.
E1129161 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: Nashua Manufacturing Company | Statement: [Nashua Manufacturing Company Historic District, associatedWith, Nashua Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nashua Manufacturing Company
Context triple: [Nashua Manufacturing Company Historic District, associatedWith, Nashua Manufacturing Company]
  • A. Amoskeag Manufacturing Company
    Amoskeag Manufacturing Company was a major 19th- and early 20th-century textile manufacturer that became one of the largest cotton textile plants in the world and a central driver of Manchester, New Hampshire’s industrial growth.
  • B. 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.
  • C. Boston Manufacturing Company
    The Boston Manufacturing Company was an early 19th-century American textile firm that pioneered the integrated factory system and helped launch the Industrial Revolution in the United States.
  • D. Merrimack Manufacturing Company
    Merrimack Manufacturing Company was a prominent early 19th-century textile mill in Lowell, Massachusetts, central to the rise of American industrialization.
  • E. Massey Manufacturing Company
    Massey Manufacturing Company was a prominent 19th-century Canadian agricultural machinery manufacturer that later became part of the firm known as Massey-Harris and eventually Massey Ferguson.
  • 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: Nashua Manufacturing Company
Triple: [Nashua Manufacturing Company Historic District, associatedWith, Nashua Manufacturing Company]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nashua Manufacturing Company
Target entity description: 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.
  • A. Amoskeag Manufacturing Company
    Amoskeag Manufacturing Company was a major 19th- and early 20th-century textile manufacturer that became one of the largest cotton textile plants in the world and a central driver of Manchester, New Hampshire’s industrial growth.
  • B. 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.
  • C. Boston Manufacturing Company
    The Boston Manufacturing Company was an early 19th-century American textile firm that pioneered the integrated factory system and helped launch the Industrial Revolution in the United States.
  • D. Merrimack Manufacturing Company
    Merrimack Manufacturing Company was a prominent early 19th-century textile mill in Lowell, Massachusetts, central to the rise of American industrialization.
  • E. Massey Manufacturing Company
    Massey Manufacturing Company was a prominent 19th-century Canadian agricultural machinery manufacturer that later became part of the firm known as Massey-Harris and eventually Massey Ferguson.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded690f2e08190ad9dad6dc05a164a completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e9a6098819087b6e81bebcf6805 completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe83fdef58819098cda8cca0d810dd completed May 9, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69fe8518121c8190b6ffcc14ec5ac8ea completed May 9, 2026, 12:51 a.m.
Created at: April 10, 2026, 2:39 a.m.