Triple

T452081
Position Surface form Disambiguated ID Type / Status
Subject Microsoft 365 E7151 entity
Predicate includes P1393 FINISHED
Object Publisher
Publisher is a desktop publishing application from Microsoft used to create professional-quality layouts for documents like brochures, newsletters, and flyers.
 E56707 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: Publisher | Statement: [Microsoft 365, includes, Publisher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Publisher
Context triple: [Microsoft 365, includes, Publisher]
  • A. 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.
  • B. Locus Publications
    Locus Publications is a prominent science fiction and fantasy publishing company best known for producing Locus Magazine and organizing the annual Locus Awards.
  • C. Pocket Books
    Pocket Books is a long-running American mass-market paperback publisher known for popular fiction and non-fiction titles, operating as an imprint of Simon & Schuster.
  • D. Perseus Books Group
    Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
  • E. G. P. Putnam’s Sons
    G. P. Putnam’s Sons is a long-established American publishing house known for producing a wide range of fiction and nonfiction titles.
  • 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: Publisher
Triple: [Microsoft 365, includes, Publisher]
Generated description
Publisher is a desktop publishing application from Microsoft used to create professional-quality layouts for documents like brochures, newsletters, and flyers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Publisher
Target entity description: Publisher is a desktop publishing application from Microsoft used to create professional-quality layouts for documents like brochures, newsletters, and flyers.
  • A. 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.
  • B. Locus Publications
    Locus Publications is a prominent science fiction and fantasy publishing company best known for producing Locus Magazine and organizing the annual Locus Awards.
  • C. Pocket Books
    Pocket Books is a long-running American mass-market paperback publisher known for popular fiction and non-fiction titles, operating as an imprint of Simon & Schuster.
  • D. Perseus Books Group
    Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
  • E. G. P. Putnam’s Sons
    G. P. Putnam’s Sons is a long-established American publishing house known for producing a wide range of fiction and nonfiction titles.
  • 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef854f7481909dc2207faf0327ec completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44802e858819081a0b5b98bb25bce completed March 1, 2026, 2:06 p.m.
NEDg Description generation batch_69a449b1e2708190838e32497ffd2fbd completed March 1, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69a44a07fa18819089cb8005d476d078 completed March 1, 2026, 2:15 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.