Triple
T15989123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Porchlight Business Book Award shortlist |
E387776
|
entity |
| Predicate | curatedBy |
P5107
|
FINISHED |
| Object |
Porchlight Book Company
Porchlight Book Company is a specialized bookseller and thought-leadership platform focused on business and leadership titles, known for championing and curating influential business books.
|
E1187481
|
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: Porchlight Book Company | Statement: [Porchlight Business Book Award shortlist, curatedBy, Porchlight Book Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Porchlight Book Company Context triple: [Porchlight Business Book Award shortlist, curatedBy, Porchlight Book Company]
-
A.
Parnassus Books
Parnassus Books is an independent bookstore in Nashville, Tennessee, best known for being co-founded by acclaimed author Ann Patchett and for championing literary culture and community events.
-
B.
North Point Press
North Point Press is an American literary publishing imprint known for its high-quality editions of fiction, poetry, and nonfiction.
-
C.
Keter Publishing House
Keter Publishing House is an Israeli publishing company renowned for producing major Jewish reference works and Hebrew literature.
-
D.
Greenway Press
Greenway Press is a publishing company known as the workplace of children’s book editor Walter Hobbs in the film "Elf."
-
E.
McIntyre’s Books
McIntyre’s Books is an independent bookstore located in Fearrington Village, North Carolina, known for its curated selection and author events.
- 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: Porchlight Book Company Triple: [Porchlight Business Book Award shortlist, curatedBy, Porchlight Book Company]
Generated description
Porchlight Book Company is a specialized bookseller and thought-leadership platform focused on business and leadership titles, known for championing and curating influential business books.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Porchlight Book Company Target entity description: Porchlight Book Company is a specialized bookseller and thought-leadership platform focused on business and leadership titles, known for championing and curating influential business books.
-
A.
Parnassus Books
Parnassus Books is an independent bookstore in Nashville, Tennessee, best known for being co-founded by acclaimed author Ann Patchett and for championing literary culture and community events.
-
B.
North Point Press
North Point Press is an American literary publishing imprint known for its high-quality editions of fiction, poetry, and nonfiction.
-
C.
Keter Publishing House
Keter Publishing House is an Israeli publishing company renowned for producing major Jewish reference works and Hebrew literature.
-
D.
Greenway Press
Greenway Press is a publishing company known as the workplace of children’s book editor Walter Hobbs in the film "Elf."
-
E.
McIntyre’s Books
McIntyre’s Books is an independent bookstore located in Fearrington Village, North Carolina, known for its curated selection and author events.
- 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_69d86daa562c81908aacc179c0fe8fb5 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157829ec08190aa4a683e29a0148a |
completed | April 16, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3d2369081909efa2d4addf0cf2d |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc45e6ff48190bb7b82adb4161ad0 |
completed | May 9, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc4cea4108190927b107fc24df597 |
completed | May 9, 2026, 11:35 p.m. |
Created at: April 10, 2026, 4:54 a.m.