Triple

T2629961
Position Surface form Disambiguated ID Type / Status
Subject Dr. Dobb's Journal E59607 entity
Predicate publisher P29 FINISHED
Object Miller Freeman, Inc.
Miller Freeman, Inc. was a major American business-to-business publishing company known for its trade magazines and professional journals in technology and specialized industries.
E284636 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: Miller Freeman, Inc. | Statement: [Dr. Dobb's Journal, publisher, Miller Freeman, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miller Freeman, Inc.
Context triple: [Dr. Dobb's Journal, publisher, Miller Freeman, Inc.]
  • A. Riverside Press
    Riverside Press was a prominent 19th- and early 20th-century American printing and publishing house based in Cambridge, Massachusetts, known for its high-quality book production.
  • B. West Publishing Company
    West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
  • C. Northwestern Publishing House
    Northwestern Publishing House is the official publishing arm of the Wisconsin Evangelical Lutheran Synod, producing Lutheran theological works, devotional materials, and educational resources.
  • D. Dutton
    Dutton is a long-established American book publishing imprint known for releasing a wide range of fiction and nonfiction titles, now operating under Penguin Random House.
  • E. American Publishing Company
    American Publishing Company was a 19th-century U.S. publishing house best known for issuing major works by authors such as Mark Twain, including classic American literature.
  • 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: Miller Freeman, Inc.
Triple: [Dr. Dobb's Journal, publisher, Miller Freeman, Inc.]
Generated description
Miller Freeman, Inc. was a major American business-to-business publishing company known for its trade magazines and professional journals in technology and specialized industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miller Freeman, Inc.
Target entity description: Miller Freeman, Inc. was a major American business-to-business publishing company known for its trade magazines and professional journals in technology and specialized industries.
  • A. Riverside Press
    Riverside Press was a prominent 19th- and early 20th-century American printing and publishing house based in Cambridge, Massachusetts, known for its high-quality book production.
  • B. West Publishing Company
    West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
  • C. Northwestern Publishing House
    Northwestern Publishing House is the official publishing arm of the Wisconsin Evangelical Lutheran Synod, producing Lutheran theological works, devotional materials, and educational resources.
  • D. Dutton
    Dutton is a long-established American book publishing imprint known for releasing a wide range of fiction and nonfiction titles, now operating under Penguin Random House.
  • E. American Publishing Company
    American Publishing Company was a 19th-century U.S. publishing house best known for issuing major works by authors such as Mark Twain, including classic American literature.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8c452508190b02e1630d725497a completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90a7021081909f81c4ddb48fa00c completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af9172ba248190bbc68a00b43d9b44 completed March 10, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69af92500920819082c651f75a06dd72 completed March 10, 2026, 3:38 a.m.
Created at: March 6, 2026, 9:50 p.m.