Triple

T9798524
Position Surface form Disambiguated ID Type / Status
Subject The Masses E237776 entity
Predicate publisher P29 FINISHED
Object Masses Publishing Company
Masses Publishing Company was the radical early 20th-century American publisher behind the socialist, muckraking magazine The Masses, known for its political commentary and bold graphic art.
 E821173 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: Masses Publishing Company | Statement: [The Masses, publisher, Masses Publishing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Masses Publishing Company
Context triple: [The Masses, publisher, Masses Publishing Company]
  • A. World Publishing Company
    World Publishing Company was a prominent American book publisher known for producing a wide range of trade and literary titles in the mid-20th century.
  • B. Abingdon Press
    Abingdon Press is a major Christian publishing house associated with the United Methodist Church, known for producing worship resources, theological works, and religious educational materials.
  • C. Concordia Publishing House
    Concordia Publishing House is the official publishing arm of the Lutheran Church–Missouri Synod, producing theological works, educational materials, and worship resources for Lutheran congregations and individuals.
  • D. Church Publishing Incorporated
    Church Publishing Incorporated is the official publishing arm of The Episcopal Church, producing liturgical, canonical, educational, and devotional resources for the denomination.
  • E. Cornerstone Publishing
    Cornerstone Publishing is a British publishing imprint within Penguin Random House that oversees several well-known paperback and commercial fiction lists, including Arrow Books.
  • 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: Masses Publishing Company
Triple: [The Masses, publisher, Masses Publishing Company]
Generated description
Masses Publishing Company was the radical early 20th-century American publisher behind the socialist, muckraking magazine The Masses, known for its political commentary and bold graphic art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Masses Publishing Company
Target entity description: Masses Publishing Company was the radical early 20th-century American publisher behind the socialist, muckraking magazine The Masses, known for its political commentary and bold graphic art.
  • A. World Publishing Company
    World Publishing Company was a prominent American book publisher known for producing a wide range of trade and literary titles in the mid-20th century.
  • B. Abingdon Press
    Abingdon Press is a major Christian publishing house associated with the United Methodist Church, known for producing worship resources, theological works, and religious educational materials.
  • C. Concordia Publishing House
    Concordia Publishing House is the official publishing arm of the Lutheran Church–Missouri Synod, producing theological works, educational materials, and worship resources for Lutheran congregations and individuals.
  • D. Church Publishing Incorporated
    Church Publishing Incorporated is the official publishing arm of The Episcopal Church, producing liturgical, canonical, educational, and devotional resources for the denomination.
  • E. Cornerstone Publishing
    Cornerstone Publishing is a British publishing imprint within Penguin Random House that oversees several well-known paperback and commercial fiction lists, including Arrow Books.
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda627cc2c81909ccc2e26751f5e85 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c445c81481908700ffde5dd28936 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4c37e248190a1b10cf6d0056c02 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c56957f8819080eca0a71c24f86a completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.