Triple
T10597897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maci Bookout |
E275664
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Bookout
Bookout is the surname of Maci Bookout, a reality television personality known from MTV's "16 and Pregnant" and "Teen Mom."
|
E874457
|
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: Bookout | Statement: [Maci Bookout, familyName, Bookout]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bookout Context triple: [Maci Bookout, familyName, Bookout]
-
A.
BookMooch
BookMooch is an online book-swapping community where members can trade used books worldwide using a points-based system.
-
B.
Bookouture
Bookouture is a UK-based digital-first publishing imprint known for its commercially successful e-books and focus on data-driven marketing.
-
C.
My Booky Wook
My Booky Wook is the comedic and candid memoir by British entertainer Russell Brand, detailing his chaotic rise to fame and struggles with addiction and relationships.
-
D.
Date Book
Date Book is a built-in personal information management application for Palm OS devices, used primarily for scheduling appointments and managing calendars.
-
E.
Dom Knigi bookstore
Dom Knigi bookstore is a famous historic bookshop in Saint Petersburg, Russia, housed in the ornate Singer House on Nevsky Prospekt and known as a major literary and cultural landmark.
- 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: Bookout Triple: [Maci Bookout, familyName, Bookout]
Generated description
Bookout is the surname of Maci Bookout, a reality television personality known from MTV's "16 and Pregnant" and "Teen Mom."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bookout Target entity description: Bookout is the surname of Maci Bookout, a reality television personality known from MTV's "16 and Pregnant" and "Teen Mom."
-
A.
BookMooch
BookMooch is an online book-swapping community where members can trade used books worldwide using a points-based system.
-
B.
Bookouture
Bookouture is a UK-based digital-first publishing imprint known for its commercially successful e-books and focus on data-driven marketing.
-
C.
My Booky Wook
My Booky Wook is the comedic and candid memoir by British entertainer Russell Brand, detailing his chaotic rise to fame and struggles with addiction and relationships.
-
D.
Date Book
Date Book is a built-in personal information management application for Palm OS devices, used primarily for scheduling appointments and managing calendars.
-
E.
Dom Knigi bookstore
Dom Knigi bookstore is a famous historic bookshop in Saint Petersburg, Russia, housed in the ornate Singer House on Nevsky Prospekt and known as a major literary and cultural landmark.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6ded358248190ba9268a51b2805fc |
completed | April 8, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95e955d908190a5b26faf2558d78c |
completed | April 10, 2026, 8:33 p.m. |
| NEDg | Description generation | batch_69d96145d1ec8190b3228733159e1364 |
completed | April 10, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9623cf54081908abcdc88e13d5176 |
completed | April 10, 2026, 8:49 p.m. |
Created at: April 8, 2026, 7:28 p.m.