Triple
T17966046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Easton, Massachusetts |
E449207
|
entity |
| Predicate | historicCompany |
P122059
|
FINISHED |
| Object | Oliver Ames & Sons |
—
|
NE NERFINISHED |
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: Oliver Ames & Sons | Statement: [Easton, Massachusetts, historicCompany, Oliver Ames & Sons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oliver Ames & Sons Context triple: [Easton, Massachusetts, historicCompany, Oliver Ames & Sons]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
F. H. Royce & Company
F. H. Royce & Company was an early engineering firm founded by Henry Royce that specialized in electrical and mechanical equipment before evolving into the company behind Rolls-Royce automobiles.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oliver Ames & Sons Target entity description: Oliver Ames & Sons was a prominent 19th-century American shovel manufacturing company based in Easton, Massachusetts, influential in industrial development and large construction projects such as the Transcontinental Railroad.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
F. H. Royce & Company
F. H. Royce & Company was an early engineering firm founded by Henry Royce that specialized in electrical and mechanical equipment before evolving into the company behind Rolls-Royce automobiles.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: historicCompany Context triple: [Easton, Massachusetts, historicCompany, Oliver Ames & Sons]
-
A.
notableCompanyHistory
Indicates that there exists a significant or historically important relationship or event involving the company and the subject entity.
-
B.
historicFor
Indicates that something holds historical significance or importance specifically in relation to another entity.
-
C.
hasBusinessHeritage
chosen
Indicates that an entity possesses a historical or traditional connection to a particular business, company, or commercial lineage.
-
D.
hasCompanyNamedAfter
Indicates that one entity has a company whose name is derived from or identical to the other entity.
-
E.
historicManager
Indicates that an entity previously held a managerial role or position over another entity during a past period.
- F. None of above.
Provenance (3 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b1380960819089a3c0dd7cd57e5e |
completed | April 19, 2026, 10:40 a.m. |
| PD | Predicate disambiguation | batch_69e3f8fa62688190a5d5c361ab896256 |
completed | April 18, 2026, 9:34 p.m. |
Created at: April 10, 2026, 10:22 a.m.