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.