Triple
T10152831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Baker (chocolate manufacturer) |
E232690
|
entity |
| Predicate | notableFor |
P22
|
FINISHED |
| Object |
Walter Baker & Company
Walter Baker & Company is a historic American chocolate manufacturer known for producing baking chocolate and cocoa products since the 18th century.
|
E843503
|
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: Walter Baker & Company | Statement: [Walter Baker (chocolate manufacturer), notableFor, Walter Baker & Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Baker & Company Context triple: [Walter Baker (chocolate manufacturer), notableFor, Walter Baker & Company]
-
A.
J. T. Buckingham and Company
J. T. Buckingham and Company was a 19th-century American publishing firm known for producing influential literary and cultural periodicals in New England.
-
B.
Brewster & Co.
Brewster & Co. was a prestigious American coachbuilding firm renowned for crafting luxurious custom bodies for high-end automobiles in the early 20th century.
-
C.
William Batson & Co.
William Batson & Co. was a British shipbuilding firm known for constructing Royal Navy vessels such as HMS Bellerophon.
-
D.
J.W. Foster and Sons
J.W. Foster and Sons was a pioneering British athletic footwear company founded in the late 19th century, best known as the ancestor of the modern sportswear brand Reebok.
-
E.
J. W. Steere & Son
J. W. Steere & Son was a prominent American pipe organ building firm known for crafting high-quality instruments for churches and concert halls in the late 19th and early 20th centuries.
- 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: Walter Baker & Company Triple: [Walter Baker (chocolate manufacturer), notableFor, Walter Baker & Company]
Generated description
Walter Baker & Company is a historic American chocolate manufacturer known for producing baking chocolate and cocoa products since the 18th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Baker & Company Target entity description: Walter Baker & Company is a historic American chocolate manufacturer known for producing baking chocolate and cocoa products since the 18th century.
-
A.
J. T. Buckingham and Company
J. T. Buckingham and Company was a 19th-century American publishing firm known for producing influential literary and cultural periodicals in New England.
-
B.
Brewster & Co.
Brewster & Co. was a prestigious American coachbuilding firm renowned for crafting luxurious custom bodies for high-end automobiles in the early 20th century.
-
C.
William Batson & Co.
William Batson & Co. was a British shipbuilding firm known for constructing Royal Navy vessels such as HMS Bellerophon.
-
D.
J.W. Foster and Sons
J.W. Foster and Sons was a pioneering British athletic footwear company founded in the late 19th century, best known as the ancestor of the modern sportswear brand Reebok.
-
E.
J. W. Steere & Son
J. W. Steere & Son was a prominent American pipe organ building firm known for crafting high-quality instruments for churches and concert halls in the late 19th and early 20th centuries.
- 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_69ca84885e48819088a31b127cf44904 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec361c7c8190b8fd841d728d5bbe |
completed | April 2, 2026, 4:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e64b5a40819093f29ec34cb0a763 |
completed | April 5, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69d2e7408e58819083c43e334a87a09f |
completed | April 5, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e7b854d08190ac2af642970b7f09 |
completed | April 5, 2026, 10:52 p.m. |
Created at: March 30, 2026, 9:08 p.m.