Triple

T1308082
Position Surface form Disambiguated ID Type / Status
Subject Hachette Book Group E27925 entity
Predicate subsidiary P258 FINISHED
Object Artisan
Artisan is a boutique publishing imprint of Hachette Book Group known for high-quality, visually driven books on topics like cooking, design, and lifestyle.
 E149370 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: Artisan | Statement: [Hachette Book Group, subsidiary, Artisan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Artisan
Context triple: [Hachette Book Group, subsidiary, Artisan]
  • A. Craftsman
    Craftsman is a well-known American brand of tools, lawn and garden equipment, and workwear recognized for its durability and long association with home improvement and DIY projects.
  • B. Artime
    Artime is a Spanish-language surname of likely Iberian origin borne by various individuals, including figures in Latin American history and culture.
  • C. Amaker
    Amaker is the surname of Tommy Amaker, an American college basketball coach and former player best known for coaching at Harvard University.
  • D. Marchand
    Marchand is the surname of American rapper and actress Foxy Brown, whose full name is Inga DeCarlo Fung Marchand.
  • E. Farmer
    Farmer is a common English occupational surname originally given to people who worked in agriculture or collected taxes on farmed land.
  • 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: Artisan
Triple: [Hachette Book Group, subsidiary, Artisan]
Generated description
Artisan is a boutique publishing imprint of Hachette Book Group known for high-quality, visually driven books on topics like cooking, design, and lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Artisan
Target entity description: Artisan is a boutique publishing imprint of Hachette Book Group known for high-quality, visually driven books on topics like cooking, design, and lifestyle.
  • A. Craftsman
    Craftsman is a well-known American brand of tools, lawn and garden equipment, and workwear recognized for its durability and long association with home improvement and DIY projects.
  • B. Artime
    Artime is a Spanish-language surname of likely Iberian origin borne by various individuals, including figures in Latin American history and culture.
  • C. Amaker
    Amaker is the surname of Tommy Amaker, an American college basketball coach and former player best known for coaching at Harvard University.
  • D. Marchand
    Marchand is the surname of American rapper and actress Foxy Brown, whose full name is Inga DeCarlo Fung Marchand.
  • E. Farmer
    Farmer is a common English occupational surname originally given to people who worked in agriculture or collected taxes on farmed land.
  • 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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c13806b48190a0db33f8e5d53734 completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb308fdcc8190b33da42f16cd65dd completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb3a1978c819081cdc85f8fe10dd3 completed March 7, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69acb4132dbc8190b3e6c4880c33b7f2 completed March 7, 2026, 11:26 p.m.
Created at: March 1, 2026, 7:51 p.m.