Triple
T5124106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomsbury Publishing |
E115541
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Fairchild Books
Fairchild Books is an educational imprint specializing in fashion, textiles, and design resources, now part of Bloomsbury Publishing.
|
E495442
|
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: Fairchild Books | Statement: [Bloomsbury Publishing, hasImprint, Fairchild Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fairchild Books Context triple: [Bloomsbury Publishing, hasImprint, Fairchild Books]
-
A.
Chronicle Books
Chronicle Books is an independent San Francisco–based publishing company known for its distinctive, design-focused books across art, design, lifestyle, and children’s categories.
-
B.
Quadrangle Books
Quadrangle Books was a mid-20th-century American publishing house known for releasing influential works of political and social commentary.
-
C.
Birchbark Books
Birchbark Books is an independent Minneapolis bookstore and cultural space known for its focus on Native American literature, art, and community, founded by author Louise Erdrich.
-
D.
Grosset & Dunlap
Grosset & Dunlap is a major American publishing company best known for producing popular mass-market books, including classic children's series and notable political memoirs.
-
E.
Yardbird Publishing
Yardbird Publishing is a small independent press associated with writer Ishmael Reed, known for promoting diverse and underrepresented literary voices.
- 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: Fairchild Books Triple: [Bloomsbury Publishing, hasImprint, Fairchild Books]
Generated description
Fairchild Books is an educational imprint specializing in fashion, textiles, and design resources, now part of Bloomsbury Publishing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fairchild Books Target entity description: Fairchild Books is an educational imprint specializing in fashion, textiles, and design resources, now part of Bloomsbury Publishing.
-
A.
Chronicle Books
Chronicle Books is an independent San Francisco–based publishing company known for its distinctive, design-focused books across art, design, lifestyle, and children’s categories.
-
B.
Quadrangle Books
Quadrangle Books was a mid-20th-century American publishing house known for releasing influential works of political and social commentary.
-
C.
Birchbark Books
Birchbark Books is an independent Minneapolis bookstore and cultural space known for its focus on Native American literature, art, and community, founded by author Louise Erdrich.
-
D.
Grosset & Dunlap
Grosset & Dunlap is a major American publishing company best known for producing popular mass-market books, including classic children's series and notable political memoirs.
-
E.
Yardbird Publishing
Yardbird Publishing is a small independent press associated with writer Ishmael Reed, known for promoting diverse and underrepresented literary voices.
- 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_69bd4442ade0819087b9461f892b206b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7805c55c8190bc0540d755dc6242 |
completed | March 20, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4b7c628819097fb933be59ecefe |
completed | March 21, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69bec57c071c8190b16dba98809654e1 |
completed | March 21, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5eb535c819097deeb331f9f0f4d |
completed | March 21, 2026, 4:23 p.m. |
Created at: March 20, 2026, 1:42 p.m.