Triple
T4951659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toward Freedom |
E111181
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
John Day Company
John Day Company was an American publishing house known for releasing politically and socially engaged works, including progressive and anti-colonial literature in the mid-20th century.
|
E482000
|
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: John Day Company | Statement: [Toward Freedom, publisher, John Day Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Day Company Context triple: [Toward Freedom, publisher, John Day Company]
-
A.
Valley Falls Company
Valley Falls Company was a 19th-century New England textile manufacturing firm that became one of the key predecessors to what is now Berkshire Hathaway.
-
B.
Darby Lumber Company
Darby Lumber Company was a Georgia lumber manufacturer that served as the private business defendant in the landmark U.S. Supreme Court case United States v. Darby, which expanded federal power under the Commerce Clause.
-
C.
L. F. Driscoll Company
L. F. Driscoll Company is a major construction firm known for serving as the general contractor on large-scale projects, including Philadelphia’s Citizens Bank Park.
-
D.
South West Company
South West Company was a 19th-century American fur trading enterprise established by prominent merchant and fur magnate John Jacob Astor.
-
E.
Dakota Creek Industries
Dakota Creek Industries is an American shipbuilding company known for constructing specialized research and commercial vessels, including U.S. Navy oceanographic ships.
- 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: John Day Company Triple: [Toward Freedom, publisher, John Day Company]
Generated description
John Day Company was an American publishing house known for releasing politically and socially engaged works, including progressive and anti-colonial literature in the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Day Company Target entity description: John Day Company was an American publishing house known for releasing politically and socially engaged works, including progressive and anti-colonial literature in the mid-20th century.
-
A.
Valley Falls Company
Valley Falls Company was a 19th-century New England textile manufacturing firm that became one of the key predecessors to what is now Berkshire Hathaway.
-
B.
Darby Lumber Company
Darby Lumber Company was a Georgia lumber manufacturer that served as the private business defendant in the landmark U.S. Supreme Court case United States v. Darby, which expanded federal power under the Commerce Clause.
-
C.
L. F. Driscoll Company
L. F. Driscoll Company is a major construction firm known for serving as the general contractor on large-scale projects, including Philadelphia’s Citizens Bank Park.
-
D.
South West Company
South West Company was a 19th-century American fur trading enterprise established by prominent merchant and fur magnate John Jacob Astor.
-
E.
Dakota Creek Industries
Dakota Creek Industries is an American shipbuilding company known for constructing specialized research and commercial vessels, including U.S. Navy oceanographic ships.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71b561ec81908083225269222e96 |
completed | March 20, 2026, 4:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81d3d9548190ae0a34549eb88036 |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be8287c9e481909aed15a20c3a3d20 |
completed | March 21, 2026, 11:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8301bfd88190b82442e17727ae3b |
completed | March 21, 2026, 11:37 a.m. |
Created at: March 20, 2026, 1:31 p.m.