Triple

T6767585
Position Surface form Disambiguated ID Type / Status
Subject Disloyal: A Memoir E154761 entity
Predicate publisher P29 FINISHED
Object Skyhorse Publishing
Skyhorse Publishing is an independent American publishing company known for releasing a wide range of nonfiction and controversial political titles.
 E618177 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: Skyhorse Publishing | Statement: [Disloyal: A Memoir, publisher, Skyhorse Publishing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Skyhorse Publishing
Context triple: [Disloyal: A Memoir, publisher, Skyhorse Publishing]
  • A. Mysterious Press
    Mysterious Press is a publishing imprint specializing in mystery, crime, and suspense fiction.
  • B. Firebrand Books
    Firebrand Books is a pioneering feminist and lesbian publishing house known for championing queer literature and progressive political works.
  • C. Harmony Books
    Harmony Books is a publishing imprint known for releasing a range of popular nonfiction and literary titles, including works in science, culture, and contemporary thought.
  • D. Algonquin Books
    Algonquin Books is an American literary publishing imprint known for championing high-quality fiction and narrative nonfiction, particularly from emerging and distinctive voices.
  • E. Perigee Books
    Perigee Books is a publishing imprint known for releasing offbeat, humorous, and pop-culture–oriented 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: Skyhorse Publishing
Triple: [Disloyal: A Memoir, publisher, Skyhorse Publishing]
Generated description
Skyhorse Publishing is an independent American publishing company known for releasing a wide range of nonfiction and controversial political titles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Skyhorse Publishing
Target entity description: Skyhorse Publishing is an independent American publishing company known for releasing a wide range of nonfiction and controversial political titles.
  • A. Mysterious Press
    Mysterious Press is a publishing imprint specializing in mystery, crime, and suspense fiction.
  • B. Firebrand Books
    Firebrand Books is a pioneering feminist and lesbian publishing house known for championing queer literature and progressive political works.
  • C. Harmony Books
    Harmony Books is a publishing imprint known for releasing a range of popular nonfiction and literary titles, including works in science, culture, and contemporary thought.
  • D. Algonquin Books
    Algonquin Books is an American literary publishing imprint known for championing high-quality fiction and narrative nonfiction, particularly from emerging and distinctive voices.
  • E. Perigee Books
    Perigee Books is a publishing imprint known for releasing offbeat, humorous, and pop-culture–oriented 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d231b79c81908a4f7fa8f253706d completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712c150088190b7e827cb1e45f1df completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713a60ba481908f23eec839816d23 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:12 p.m.