Triple
T7393879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unix Text Processing |
E170572
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
Hayden Books
Hayden Books was a technical and computer science publishing imprint known for producing influential programming and computing manuals in the late 20th century.
|
E662018
|
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: Hayden Books | Statement: [Unix Text Processing, publisher, Hayden Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hayden Books Context triple: [Unix Text Processing, publisher, Hayden Books]
-
A.
Atheneum Books for Young Readers
Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
-
B.
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.
-
C.
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.
-
D.
Puffin Books
Puffin Books is a prominent children’s book imprint known for publishing classic and contemporary literature for young readers worldwide.
-
E.
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.
- 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: Hayden Books Triple: [Unix Text Processing, publisher, Hayden Books]
Generated description
Hayden Books was a technical and computer science publishing imprint known for producing influential programming and computing manuals in the late 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hayden Books Target entity description: Hayden Books was a technical and computer science publishing imprint known for producing influential programming and computing manuals in the late 20th century.
-
A.
Atheneum Books for Young Readers
Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
-
B.
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.
-
C.
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.
-
D.
Puffin Books
Puffin Books is a prominent children’s book imprint known for publishing classic and contemporary literature for young readers worldwide.
-
E.
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.
- 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_69c68a5e2c9081909e713ce866e0060a |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2263b48819089319a2a2f0d3357 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c810f82ba08190919924b0994a2eee |
completed | March 28, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c811f1fe3c8190a591186b19044b5f |
completed | March 28, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c812c1e9d08190b0e7f052d87011b9 |
completed | March 28, 2026, 5:41 p.m. |
Created at: March 27, 2026, 3:09 p.m.