Triple
T3824200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jostens |
E88645
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object |
Josten Manufacturing Company
Josten Manufacturing Company was the original name of Jostens, an American company best known for producing class rings, yearbooks, and other school-related memorabilia.
|
E391055
|
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: Josten Manufacturing Company | Statement: [Jostens, formerName, Josten Manufacturing Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josten Manufacturing Company Context triple: [Jostens, formerName, Josten Manufacturing Company]
-
A.
John P. Jewett & Company
John P. Jewett & Company was a 19th-century American publishing firm best known for issuing Harriet Beecher Stowe’s influential anti-slavery novel "Uncle Tom's Cabin."
-
B.
Gray & Barton Manufacturing Company
Gray & Barton Manufacturing Company was an earlier industrial firm that evolved into the later entity known simply as Gray & Barton.
-
C.
Staley Manufacturing Company
Staley Manufacturing Company was an early 20th-century American food processing firm, best known for its corn products and for founding the football team that became the Chicago Bears.
-
D.
Washburn-Crosby Company
Washburn-Crosby Company was a prominent Minneapolis-based flour milling firm that later became part of General Mills, helping establish the city as a major center of the U.S. milling industry.
-
E.
C. F. Martin & Company
C. F. Martin & Company is a renowned American guitar maker, famous for its high-quality acoustic instruments and influential designs like the dreadnought.
- 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: Josten Manufacturing Company Triple: [Jostens, formerName, Josten Manufacturing Company]
Generated description
Josten Manufacturing Company was the original name of Jostens, an American company best known for producing class rings, yearbooks, and other school-related memorabilia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josten Manufacturing Company Target entity description: Josten Manufacturing Company was the original name of Jostens, an American company best known for producing class rings, yearbooks, and other school-related memorabilia.
-
A.
John P. Jewett & Company
John P. Jewett & Company was a 19th-century American publishing firm best known for issuing Harriet Beecher Stowe’s influential anti-slavery novel "Uncle Tom's Cabin."
-
B.
Gray & Barton Manufacturing Company
Gray & Barton Manufacturing Company was an earlier industrial firm that evolved into the later entity known simply as Gray & Barton.
-
C.
Staley Manufacturing Company
Staley Manufacturing Company was an early 20th-century American food processing firm, best known for its corn products and for founding the football team that became the Chicago Bears.
-
D.
Washburn-Crosby Company
Washburn-Crosby Company was a prominent Minneapolis-based flour milling firm that later became part of General Mills, helping establish the city as a major center of the U.S. milling industry.
-
E.
C. F. Martin & Company
C. F. Martin & Company is a renowned American guitar maker, famous for its high-quality acoustic instruments and influential designs like the dreadnought.
- 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb6223808190aee0c15259eeeecd |
completed | March 9, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb4c70008190bb8712f46f40d6f8 |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4fc5747208190a7af99c10014080e |
completed | March 14, 2026, 6:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fcc395ec8190a781e982b935c2f6 |
completed | March 14, 2026, 6:14 a.m. |
Created at: March 9, 2026, 3:17 p.m.