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.