Triple
T4955515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louise Erdrich |
E111270
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
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.
|
E483622
|
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: Birchbark Books | Statement: [Louise Erdrich, founded, Birchbark Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birchbark Books Context triple: [Louise Erdrich, founded, Birchbark Books]
-
A.
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.
-
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.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
D.
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.
-
E.
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.
- 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: Birchbark Books Triple: [Louise Erdrich, founded, Birchbark Books]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birchbark Books Target entity description: 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.
-
A.
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.
-
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.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
D.
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.
-
E.
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.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71babb44819085b4cd4864433e79 |
completed | March 20, 2026, 4:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81de17748190a26abda7d3703b8e |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be8386d2fc8190a450b42dd5ac6963 |
completed | March 21, 2026, 11:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be841d148881908aa53953bd2eb024 |
completed | March 21, 2026, 11:42 a.m. |
Created at: March 20, 2026, 1:32 p.m.